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Llama 3 Instruct 8B CPO SimPO by haoranxu

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  Arxiv:2401.08417   Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/haoranxu/Llama-3-Instruct-8B-CPO-SimPO 

Llama 3 Instruct 8B CPO SimPO Benchmarks

MMLU Pro: 29.84
GPQA: 5.7
MUSR: 3.42
BBH: 29.76
IFEval: 70.46 vs 88 (so35)-19.9%
MATH Lvl 5: 10.27
LLME Score: 0.30134
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Instruct 8B CPO SimPO (haoranxu/Llama-3-Instruct-8B-CPO-SimPO)

Llama 3 Instruct 8B CPO SimPO Parameters and Internals

LLM NameLlama 3 Instruct 8B CPO SimPO
Repository 🤗https://huggingface.co/haoranxu/Llama-3-Instruct-8B-CPO-SimPO 
Model Size8b
Required VRAM32.1 GB
Updated2025-02-22
Maintainerhaoranxu
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-7   4.8 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   4.8 GB: 5-of-7   5.0 GB: 6-of-7   2.6 GB: 7-of-7
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than haoranxu/Llama-3-Instruct-8B-CPO-SimPO.

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Release v20241227
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