BioNeMo Large Language Model Components using NeMo and Megatron
Project description
bionemo-llm
The Bionemo Large Language Model (LLM) submodule contains common code used in submodules that train LLMs on biological
datasets (currently bionemo-esm2 and bionemo-geneformer). This includes data masking and collate functions, the
bio-BERT common architecture code, loss functions, and other NeMo / Megatron-LM compatibility functions. Sub-packages
should only depend on bionemo-llm if they need access to NeMo and Megatron-LM.
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file bionemo_llm-2.4.4.tar.gz.
File metadata
- Download URL: bionemo_llm-2.4.4.tar.gz
- Upload date:
- Size: 54.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.12.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
4e4904501592e08ea75301df61d7ca211cbb676612630c8bdaa5e3a03791fb0f
|
|
| MD5 |
330b3b8c5e8d95ac9e15ea118c442525
|
|
| BLAKE2b-256 |
a6499deef1979c8b3d0bf9a7c779d376ed8928eff712c24d17af08134aa67697
|
Provenance
The following attestation bundles were made for bionemo_llm-2.4.4.tar.gz:
Publisher:
bionemo-subpackage-ci.yml on NVIDIA/bionemo-framework
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
bionemo_llm-2.4.4.tar.gz -
Subject digest:
4e4904501592e08ea75301df61d7ca211cbb676612630c8bdaa5e3a03791fb0f - Sigstore transparency entry: 192914009
- Sigstore integration time:
-
Permalink:
NVIDIA/bionemo-framework@5752341e65ebcb98ba9e6c83427befed62b03188 -
Branch / Tag:
refs/heads/cye/ml-subpackage-ci - Owner: https://github.com/NVIDIA
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
bionemo-subpackage-ci.yml@5752341e65ebcb98ba9e6c83427befed62b03188 -
Trigger Event:
workflow_dispatch
-
Statement type:
File details
Details for the file bionemo_llm-2.4.4-py3-none-any.whl.
File metadata
- Download URL: bionemo_llm-2.4.4-py3-none-any.whl
- Upload date:
- Size: 76.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.12.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9caa976fb44fe6331d7c7b2a089e64c4a52545ac31efebfbe10c27165fd64ce3
|
|
| MD5 |
d31bb074d9e794a00f60c1049a856731
|
|
| BLAKE2b-256 |
b2292aba81a082bb5913dab2bfffa0fc6642ba822002f80c801f16c0e3d595b0
|
Provenance
The following attestation bundles were made for bionemo_llm-2.4.4-py3-none-any.whl:
Publisher:
bionemo-subpackage-ci.yml on NVIDIA/bionemo-framework
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
bionemo_llm-2.4.4-py3-none-any.whl -
Subject digest:
9caa976fb44fe6331d7c7b2a089e64c4a52545ac31efebfbe10c27165fd64ce3 - Sigstore transparency entry: 192914010
- Sigstore integration time:
-
Permalink:
NVIDIA/bionemo-framework@5752341e65ebcb98ba9e6c83427befed62b03188 -
Branch / Tag:
refs/heads/cye/ml-subpackage-ci - Owner: https://github.com/NVIDIA
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
bionemo-subpackage-ci.yml@5752341e65ebcb98ba9e6c83427befed62b03188 -
Trigger Event:
workflow_dispatch
-
Statement type: