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redromnon/
LFM2-700M-grammar-correction

Name: LFM2-700M-grammar-correction
Availability: InStock

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LFM2-700M-grammar-correction : GGUF

This model is fine-tuned on a grammar-correction dataset. Use the following prefix before the text you would like to correct as the user query:

Fix grammar only. Return the corrected sentence only: {text}

Also adjust the following parameters:

temperature = 0.3
min_p = 0.15
repetition_penalty = 1.05

This model was finetuned and converted to GGUF format using Unsloth.

Example usage with llama.cpp:

For text only LLMs: ./llama.cpp/llama-cli -hf redromnon/LFM2-700M-grammar-correction --jinja
For multimodal models: ./llama.cpp/llama-mtmd-cli -hf redromnon/LFM2-700M-grammar-correction --jinja

The model's BOS token behavior was adjusted for GGUF compatibility. This was trained 2x faster with Unsloth