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ReallyFloppyPenguin/DeepSWE-Preview-GGUF

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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Model Card

agentica-org/DeepSWE-Preview - GGUF

This repository contains GGUF quantizations of agentica-org/DeepSWE-Preview.

About GGUF

GGUF is a quantization method that allows you to run large language models on consumer hardware by reducing the precision of the model weights.

Files

FilenameQuant typeFile SizeDescription
model-f16.ggufF16LargeOriginal precision
model-q4_0.ggufQ4_0Small4-bit quantization
model-q4_1.ggufQ4_1Small4-bit quantization (higher quality)
model-q5_0.ggufQ5_0Medium5-bit quantization
model-q5_1.ggufQ5_1Medium5-bit quantization (higher quality)
model-q8_0.ggufQ8_0Large8-bit quantization

Usage

You can use these models with llama.cpp or any other GGUF-compatible inference engine.

llama.cpp

bash
./llama-cli -m model-q4_0.gguf -p "Your prompt here"

Python (using llama-cpp-python)

python
from llama_cpp import Llama

llm = Llama(model_path="model-q4_0.gguf")
output = llm("Your prompt here", max_tokens=512)
print(output['choices'][0]['text'])

Original Model

This is a quantized version of agentica-org/DeepSWE-Preview. Please refer to the original model card for more information about the model's capabilities, training data, and usage guidelines.

Conversion Details

  • Converted using llama.cpp
  • Original model downloaded from Hugging Face
  • Multiple quantization levels provided for different use cases

License

This model inherits the license from the original model. Please check the original model's license for usage terms.