|
--- |
|
license: apache-2.0 |
|
language: |
|
- en |
|
- fr |
|
- de |
|
- es |
|
- it |
|
- pt |
|
- ru |
|
- zh |
|
- ja |
|
pipeline_tag: text-generation |
|
base_model: anthracite-org/magnum-v2.5-12b-kto |
|
tags: |
|
- chat |
|
--- |
|
# magnum-v2.5-12b-kto-exl2 |
|
Original model: [magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto) |
|
Creator: [anthracite-org](https://huggingface.co/anthracite-org) |
|
|
|
## Quants |
|
[4bpw h6 (main)](https://huggingface.co/cgus/magnum-v2.5-12b-kto-exl2/tree/main) |
|
[4.5bpw h6](https://huggingface.co/cgus/magnum-v2.5-12b-kto-exl2/tree/4.5bpw-h6) |
|
[5bpw h6](https://huggingface.co/cgus/magnum-v2.5-12b-kto-exl2/tree/5bpw-h6) |
|
[6bpw h6](https://huggingface.co/cgus/magnum-v2.5-12b-kto-exl2/tree/6bpw-h6) |
|
[8bpw h8](https://huggingface.co/cgus/magnum-v2.5-12b-kto-exl2/tree/8bpw-h8) |
|
|
|
## Quantization notes |
|
Made with exllamav2 0.2.2 with the default dataset. |
|
These quants are for RTX cards on Windows/Linux or AMD on Linux. |
|
Use with Text-Generation-WebUI, TabbyAPI, etc. |
|
|
|
# Original model card |
|
 |
|
|
|
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](https://huggingface.co/anthracite-org/magnum-12b-v2). |
|
|
|
## Prompting |
|
Model has been Instruct tuned with the ChatML formatting. A typical input would look like this: |
|
|
|
```py |
|
"""<|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 |
|
- Stheno dataset (filtered) |
|
- [kalomaze/Opus_Instruct_25k](https://huggingface.co/datasets/kalomaze/Opus_Instruct_25k) |
|
- [Nopm/Opus_WritingStruct](https://huggingface.co/datasets/Nopm/Opus_WritingStruct) |
|
- [Gryphe/Sonnet3.5-SlimOrcaDedupCleaned](https://huggingface.co/datasets/Gryphe/Sonnet3.5-SlimOrcaDedupCleaned) (A ~16k rows subset) |
|
- [kalomaze/Opus_Instruct_3k](https://huggingface.co/datasets/kalomaze/Opus_Instruct_3k) |
|
|
|
This model has been a team effort, and the credits goes to all members of Anthracite. |
|
|
|
## Safety |
|
... |
