Llama3.1-8B-Sonnet – AI Model by ayan4m1 | AlphaNeural AI

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ayan4m1/
Llama3.1-8B-Sonnet

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text-generation

mlfoundations-dev/oh-dcft-v3.1-claude-3-5-sonnet-20241022

Gryphe/Sonnet3.5-SlimOrcaDedupCleaned

meta-llama/Llama-3.1-8B

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Llama-3.1-8B Sonnet fine-tuning

Using unsloth for fine-tuning:

==((====))==  Unsloth 2025.2.4: Fast Llama patching. Transformers: 4.48.2.
   \\   /|    GPU: NVIDIA A100-SXM4-40GB. Max memory: 39.557 GB. Platform: Linux.
O^O/ \_/ \    Torch: 2.5.1+cu124. CUDA: 8.0. CUDA Toolkit: 12.4. Triton: 3.1.0
\        /    Bfloat16 = TRUE. FA [Xformers = 0.0.29. FA2 = False]
 "-____-"     Free Apache license: http://github.com/unslothai/unsloth

Original model: https://huggingface.co/meta-llama/Llama-3.1-8B

Applied open Sonnet datasets containing ~360k question/answer pairs for fine-tuning.

Training loss

loss graph

Prompt format

<|begin_of_text|>{prompt}

Release History

v0.1 - [2025-02-08] Initial release, trained to 512 steps
v0.2 - [2025-02-10] Restarted training with cleaner dataset, ran to 640 steps

Credits

Thanks to Meta, mlfoundations-dev, and Gryphe for providing the data used to create this fine-tuning.