programasweights 0.0.20251002

⚠️ PLACEHOLDER PACKAGE - NOT YET FUNCTIONAL ⚠️ ProgramAsWeights: a minimal runtime where programs are weight blobs run by a fixed interpreter.

ProgramAsWeights

A minimal runtime where programs are weight blobs run by a fixed interpreter.

Installation

pip install programasweights

Quick Start

import programasweights as paw

# Load a compiled program
f = paw.function("path/to/program", interpreter_name="yuntian-deng/paw-interpreter")

# Use the program function
result = f("Your input string here")
print(result)

Example Usage

import programasweights as paw

# Load a program that processes key-value mappings
f = paw.function("outputs_1spec/prefix_kv/eval_program", interpreter_name="yuntian-deng/paw-interpreter")

# Process input
string = "A: b b:a, d:a"
result = f(string)
print(result)  # Output: {"A":"b":"a","D":"d":"a"}

Features

• Simple API: Load and run neural programs with just a few lines of code
• Flexible Interpreters: Support for different transformer models as interpreters
• Efficient Execution: Optimized runtime for prefix-tuned neural programs
• Easy Integration: Seamlessly integrate neural programs into your Python applications

Requirements

• Python >= 3.8
• PyTorch
• Transformers

License

MIT License