anthracite-org / magnum-v2.5-12b-kto-gguf

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Total runs: 7.0K
24-hour runs: -15
7-day runs: -365
30-day runs: 2.0K
Model's Last Updated: Août 22 2024
text-generation

Introduction of magnum-v2.5-12b-kto-gguf

Model Details of magnum-v2.5-12b-kto-gguf

This repo contains GGUF quants of the model. If you need the original weights, please find them here .
imatrix_data included

image/png

v2.5 KTO is an experimental release; we are testing a hybrid reinforcement learning strategy of KTO + DPOP, using rejected data sampled from the original model as "rejected". For "chosen", we use data from the original finetuning dataset as "chosen". This was done on a limited portion of of primarily instruction following data; we plan to scale up a larger KTO dataset in the future for better generalization.

This is the 5th in a series of models designed to replicate the prose quality of the Claude 3 models, specifically Sonnet and Opus. This model is fine-tuned on top of anthracite-org/magnum-12b-v2 .

Prompting

Model has been Instruct tuned with the ChatML formatting. A typical input would look like this:

"""<|im_start|>user
Hi there!<|im_end|>
<|im_start|>assistant
Nice to meet you!<|im_end|>
<|im_start|>user
Can I ask a question?<|im_end|>
<|im_start|>assistant
"""
Credits

This model has been a team effort, and the credits goes to all members of Anthracite.

Safety

...

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7.0K
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24-hour runs
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3-day runs
-365
7-day runs
2.0K
30-day runs

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