Daemontatox/RA_Reasoner

Uploaded Model

Developed by: Daemontatox

License: Apache 2.0

Finetuned from model: tiiuae/Falcon3-10B-Instruct

This model was fine-tuned from the Falcon-10B-Instruct model. It was trained 2x faster with Unsloth and Hugging Face's TRL library.

This model is intended for text generation tasks, with a focus on reasoning capabilities and instruction following, similar to capabilities demonstrated by the ChatGPT-O1-Mini model.

Training Details

This model was fine-tuned with Unsloth and TRL, resulting in significant speed improvements during the training process. Details on specific fine-tuning data, parameters and methods will be added soon. The fine-tuning process has prioritized improving the model's reasoning abilities on various benchmarks.

Intended Use

This model is intended for research and development purposes related to text generation, instruction following, and complex reasoning tasks. It is suitable for applications that require a model capable of handling multi-step logical problems and understanding nuanced instructions.

Focus on Reasoning: The fine-tuning has been geared towards enhancing the model's ability to tackle reasoning challenges and logic-based tasks.

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Open LLM Leaderboard Evaluation Results

Detailed results can be found here! Summarized results can be found here!

Metric	% Value
Avg.	29.02
IFEval (0-Shot)	55.92
BBH (3-Shot)	43.07
MATH Lvl 5 (4-Shot)	20.09
GPQA (0-shot)	10.85
MuSR (0-shot)	7.51
MMLU-PRO (5-shot)	36.67