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Consider using release 0.4.4 instead.
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
2 maintainers
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