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URL: https://huggingface.co/Weyaxi/Einstein-v4-7B

โ‡ฑ Weyaxi/Einstein-v4-7B ยท Hugging Face


๐Ÿ‘ image/png

๐Ÿ”ฌ Einstein-v4-7B

This model is a full fine-tuned version of mistralai/Mistral-7B-v0.1 on diverse datasets.

This model is finetuned using 7xRTX3090 + 1xRTXA6000 using axolotl.

This model's training was sponsored by sablo.ai.


๐Ÿ’ฌ Prompt Template

You can use this prompt template while using the model:

ChatML

<|im_start|>system
{system}<|im_end|>
<|im_start|>user
{user}<|im_end|>
<|im_start|>assistant
{asistant}<|im_end|>

This prompt template is available as a chat template, which means you can format messages using the tokenizer.apply_chat_template() method:

messages = [
 {"role": "system", "content": "You are helpful AI asistant."},
 {"role": "user", "content": "Hello!"}
]
gen_input = tokenizer.apply_chat_template(message, return_tensors="pt")
model.generate(**gen_input)

๐Ÿ”„ Quantizationed versions

Quantizationed versions of this model is available.

GGUF @LoneStriker

AWQ @solidrust

Exl2 @bartowski:

๐ŸŽฏ Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 66.62
AI2 Reasoning Challenge (25-Shot) 64.68
HellaSwag (10-Shot) 83.75
MMLU (5-Shot) 62.31
TruthfulQA (0-shot) 55.15
Winogrande (5-shot) 76.24
GSM8k (5-shot) 57.62

๐ŸŽฏ Open LLM Leaderboard v2 Evaluation Results

Detailed results can be found here

Metric Value
Avg. 16.73
IFEval (0-Shot) 47.08
BBH (3-Shot) 14.30
MATH Lvl 5 (4-Shot) 1.74
GPQA (0-shot) 4.25
MuSR (0-shot) 19.02
MMLU-PRO (5-shot) 13.99

๐Ÿ“š Some resources, discussions and reviews aboout this model

๐Ÿฆ Announcement tweet:

https://twitter.com/Weyaxi/status/1765851433448944125

๐Ÿ” Reddit post in r/LocalLLaMA:

โ–ถ๏ธ Youtube Videos

๐Ÿค– Additional information about training

This model is full fine-tuned for 1.5 epoch.

Total number of steps was 1562.


๐Ÿค Acknowledgments

Thanks to sablo.ai for sponsoring this model.

Thanks to all the dataset authors mentioned in the datasets section.

Thanks to axolotl for making the repository I used to make this model.

Thanks to all open source AI community.

๐Ÿ‘ Built with Axolotl

If you would like to support me:

โ˜• Buy Me a Coffee

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