melody

Templating rendering and generation parsing for Cohere models.

Dev Setup

Install Rust from rustup.rs.
Install rust-analyzer for IDE support.
make rust-test && make rust-lint to ensure everything is working.

Examples

The examples/ directory contains several example programs demonstrating how to use the Melody parsing library in Rust. You can run them using:

cargo run --example basic

Usage

Parsing

use cohere_melody::parsing::Filter;
use cohere_melody::*;

// Create a filter with options
let options = parsing::FilterOptions::new().cmd3();

let mut filter = parsing::new_filter(options);

// Simulate text
let citation_text = "Hello <co: 1>world</co: 1>!";

// Write text — returns an aggregated result
let result = filter.write_decoded(citation_text);

if let Some(text) = &result.content {
    println!("  Content: {text}");
}
for citation in &result.citations {
    println!(
        "    Citation: {} (indices {}-{})",
        citation.text, citation.start_index, citation.end_index
    );
}

// Flush remaining tokens
let final_result = filter.flush_partials();

Parsing vision generations (unary)

Parse/OCR models emit markdown interleaved with [visual_element]…[/visual_element] blocks. Use the unary helper (full generation text, not streaming):

use cohere_melody::parsing::parse_vision_generation;

let parsed = parse_vision_generation(model_output)?;
for segment in &parsed.segments {
    match segment {
        cohere_melody::parsing::VisionSegment::Text { text } => { /* markdown */ }
        cohere_melody::parsing::VisionSegment::Element { element } => {
            // element.type, bbox, description, html, ...
        }
    }
}

Go: gobindings.ParseVisionGeneration(text). Python: cohere_melody.parse_vision_generation(text).

Templating

use cohere_melody::parsing::Filter;
use cohere_melody::*;

// Assemble inputs into the template (e.g. conversation history)
let options = templating::RenderCmd4Options {
    messages: vec![
        templating::types::Message {
            role: templating::types::Role::System,
            content: vec![templating::types::Content {
                content_type: templating::types::ContentType::Text,
                text: Some("You are a helpful assistant.".to_string()),
                thinking: None,
                image: None,
                document: None,
            }],
            tool_calls: vec![],
            tool_call_id: None,
            citations: vec![],
        },
        templating::types::Message {
            role: templating::types::Role::User,
            content: vec![templating::types::Content {
                content_type: templating::types::ContentType::Text,
                text: Some("Hello Command!.".to_string()),
                thinking: None,
                image: None,
                document: None,
            }],
            tool_calls: vec![],
            tool_call_id: None,
            citations: vec![],
        },
    ],
    ..Default::default()
};

// Render prompt
let prompt = templating::render_cmd4(&options).unwrap();

Releasing

Bump the version in Cargo.toml and push to main. The CI will automatically create a GitHub release, build wheels for all platforms, and publish to PyPI.

Building Python Bindings

Prerequisites (from pyo3)

Recommended install uv
From root directory, run:
```
make python-bindings
```

Test the bindings:

cd rust
uv run python -c "import cohere_melody;"

Debugging

You may run into issues calling the Rust static library from other languages (e.g. Golang via CGO). One effective way to debug these issues is to:

Build the library in debug mode. You can do this by adding these lines to the Cargo.toml file:

[profile.release]
debug = true

and then building the library normally: make rust-build-with-tokenizers.

Create a binary to debug. In Golang, I create a binary from a test:

go test -count=1 ./gobindings/... -c

Use gdb (brew install gdb on macOS).

gdb ./gobindings.test
break melody_render_cmd3
run

When it hits the breakpoint, you can step through the Rust code to see where things might be going wrong.

Metadata

Release files for cohere-melody 0.15.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for cohere-melody 0.15.3
File	Size	Uploaded	Provenance
cohere_melody-0.15.3.tar.gz	9.7 MB	Oct 20, 2026	With provenance	Details

Built distributions (wheels)

Table of built distributions (wheels) for cohere-melody 0.15.3
File	Interpreter	ABI	Platform	Reset
cohere_melody-0.15.3-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl 2.8 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ x86-64	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-musllinux_1_2_i686.whl 2.8 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ x86-32	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-musllinux_1_2_armv7l.whl 2.7 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ ARMv7l	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl 2.7 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux musl 1.2+ ARM64	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 2.5 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-64	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl 2.6 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ IBM System/390x	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 2.9 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ PowerPC 64-le	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 2.5 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARMv7l	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 2.5 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARM64	Details
cohere_melody-0.15.3-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl 2.8 MB Oct 20, 2026 With provenance	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.5+ x86-32	Details
cohere_melody-0.15.3-cp314-cp314t-musllinux_1_2_x86_64.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
cohere_melody-0.15.3-cp314-cp314t-musllinux_1_2_i686.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-32	Details
cohere_melody-0.15.3-cp314-cp314t-musllinux_1_2_armv7l.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARMv7l	Details
cohere_melody-0.15.3-cp314-cp314t-musllinux_1_2_aarch64.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64	Details
cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 2.6 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ IBM System/390x	Details
cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 2.9 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ PowerPC 64-le	Details
cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARMv7l	Details
cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details
cohere_melody-0.15.3-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.5+ x86-32	Details
cohere_melody-0.15.3-cp314-cp314-win_amd64.whl 2.1 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details
cohere_melody-0.15.3-cp314-cp314-win32.whl 1.9 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-32	Details
cohere_melody-0.15.3-cp314-cp314-musllinux_1_2_x86_64.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
cohere_melody-0.15.3-cp314-cp314-musllinux_1_2_i686.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-32	Details
cohere_melody-0.15.3-cp314-cp314-musllinux_1_2_armv7l.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARMv7l	Details
cohere_melody-0.15.3-cp314-cp314-musllinux_1_2_aarch64.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl 2.6 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ IBM System/390x	Details
cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 2.9 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ PowerPC 64-le	Details
cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARMv7l	Details
cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
cohere_melody-0.15.3-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.5+ x86-32	Details
cohere_melody-0.15.3-cp314-cp314-macosx_11_0_arm64.whl 2.2 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
cohere_melody-0.15.3-cp314-cp314-macosx_10_12_x86_64.whl 2.3 MB Oct 20, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
cohere_melody-0.15.3-cp313-cp313-win_amd64.whl 2.1 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details
cohere_melody-0.15.3-cp313-cp313-musllinux_1_2_x86_64.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
cohere_melody-0.15.3-cp313-cp313-musllinux_1_2_i686.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-32	Details
cohere_melody-0.15.3-cp313-cp313-musllinux_1_2_armv7l.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARMv7l	Details
cohere_melody-0.15.3-cp313-cp313-musllinux_1_2_aarch64.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 2.6 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ IBM System/390x	Details
cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 2.9 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ PowerPC 64-le	Details
cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARMv7l	Details
cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
cohere_melody-0.15.3-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.5+ x86-32	Details
cohere_melody-0.15.3-cp313-cp313-macosx_11_0_arm64.whl 2.2 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
cohere_melody-0.15.3-cp313-cp313-macosx_10_12_x86_64.whl 2.3 MB Oct 20, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
cohere_melody-0.15.3-cp312-cp312-win_amd64.whl 2.1 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details
cohere_melody-0.15.3-cp312-cp312-musllinux_1_2_x86_64.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
cohere_melody-0.15.3-cp312-cp312-musllinux_1_2_i686.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-32	Details
cohere_melody-0.15.3-cp312-cp312-musllinux_1_2_armv7l.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARMv7l	Details
cohere_melody-0.15.3-cp312-cp312-musllinux_1_2_aarch64.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 2.6 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ IBM System/390x	Details
cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 2.9 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ PowerPC 64-le	Details
cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARMv7l	Details
cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
cohere_melody-0.15.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.5+ x86-32	Details
cohere_melody-0.15.3-cp312-cp312-macosx_11_0_arm64.whl 2.2 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
cohere_melody-0.15.3-cp312-cp312-macosx_10_12_x86_64.whl 2.3 MB Oct 20, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
cohere_melody-0.15.3-cp311-cp311-win_amd64.whl 2.1 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details
cohere_melody-0.15.3-cp311-cp311-musllinux_1_2_x86_64.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
cohere_melody-0.15.3-cp311-cp311-musllinux_1_2_i686.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-32	Details
cohere_melody-0.15.3-cp311-cp311-musllinux_1_2_armv7l.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARMv7l	Details
cohere_melody-0.15.3-cp311-cp311-musllinux_1_2_aarch64.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
cohere_melody-0.15.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
cohere_melody-0.15.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 2.6 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ IBM System/390x	Details
cohere_melody-0.15.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 2.9 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ PowerPC 64-le	Details
cohere_melody-0.15.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARMv7l	Details
cohere_melody-0.15.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
cohere_melody-0.15.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.5+ x86-32	Details
cohere_melody-0.15.3-cp311-cp311-macosx_11_0_arm64.whl 2.2 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
cohere_melody-0.15.3-cp311-cp311-macosx_10_12_x86_64.whl 2.3 MB Oct 20, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
cohere_melody-0.15.3-cp310-cp310-win_amd64.whl 2.1 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details
cohere_melody-0.15.3-cp310-cp310-musllinux_1_2_x86_64.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
cohere_melody-0.15.3-cp310-cp310-musllinux_1_2_i686.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-32	Details
cohere_melody-0.15.3-cp310-cp310-musllinux_1_2_armv7l.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARMv7l	Details
cohere_melody-0.15.3-cp310-cp310-musllinux_1_2_aarch64.whl 2.7 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 2.6 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ IBM System/390x	Details
cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 2.9 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ PowerPC 64-le	Details
cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARMv7l	Details
cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 2.5 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
cohere_melody-0.15.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl 2.8 MB Oct 20, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.5+ x86-32	Details

Total release size: 228.3 MB

Release files / cohere_melody-0.15.3.tar.gz

Download URL	cohere_melody-0.15.3.tar.gz
Size	9.7 MB
Tags	Source
SHA-256 checksum How to use checksums	`9cc13cca042243cbf76dbe7dc9345b0a7c6c25ad3a796caada0cdda56d425823`
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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Identity

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Identity

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Identity

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-musllinux_1_2_i686.whl

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Identity

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-musllinux_1_2_armv7l.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-musllinux_1_2_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-win_amd64.whl

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-win32.whl

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-musllinux_1_2_x86_64.whl

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Upload date	Oct 20, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-musllinux_1_2_i686.whl

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Upload date	Oct 20, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-musllinux_1_2_armv7l.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-musllinux_1_2_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

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Publishing repository: github.com/cohere-ai/melody
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Release files / cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-macosx_11_0_arm64.whl

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp314-cp314-macosx_10_12_x86_64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-win_amd64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-musllinux_1_2_i686.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-musllinux_1_2_armv7l.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-musllinux_1_2_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
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Release files / cohere_melody-0.15.3-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-macosx_11_0_arm64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp313-cp313-macosx_10_12_x86_64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp312-cp312-win_amd64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-musllinux_1_2_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-musllinux_1_2_i686.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-musllinux_1_2_armv7l.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-musllinux_1_2_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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SHA-256 checksum: 027ce714276d68a2219ebc7cd12bc29552bf50a3df190b5a0b8c7b2cf1f42945 Verifying attestations

Release files / cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	cohere_melody-0.15.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	cohere_melody-0.15.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp312-cp312-macosx_11_0_arm64.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-win_amd64.whl

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-musllinux_1_2_i686.whl

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Publishing repository: github.com/cohere-ai/melody
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Release files / cohere_melody-0.15.3-cp311-cp311-musllinux_1_2_armv7l.whl

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Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-musllinux_1_2_aarch64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-macosx_11_0_arm64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp311-cp311-macosx_10_12_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp310-cp310-win_amd64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Release files / cohere_melody-0.15.3-cp310-cp310-musllinux_1_2_x86_64.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp310-cp310-musllinux_1_2_i686.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp310-cp310-musllinux_1_2_armv7l.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp310-cp310-musllinux_1_2_aarch64.whl

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Upload date	Oct 20, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

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Artifact

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Release files / cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	cohere_melody-0.15.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

Workflow

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Artifact

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SHA-256 checksum: a03a6f6b32cbca5ac76c051c44f12aec7feb58b55b2ffa543fe652e3ac734d09 Verifying attestations

Release files / cohere_melody-0.15.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	cohere_melody-0.15.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
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Upload date	Oct 20, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/cohere-ai/melody
Publishing commit: github.com/cohere-ai/melody/tree/dece81f5fbe7c23e7daf09584772137beb311a28

Workflow

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Publishing logs: github.com/cohere-ai/melody/actions/runs/39460791106/attempts/1

Artifact

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SHA-256 checksum: 34ec85f2e8422fb64717d339d2a53fdfe0a7d56a6b9e8e7d479ee01bab8f6b6f Verifying attestations