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Llama 3 Instruct 8B SimPO by haoranxu

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  Alignment-handbook   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational Dataset:princeton-nlp/llama3-u...   Endpoints compatible   Generated from trainer   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow

Llama 3 Instruct 8B SimPO Benchmarks

MMLU Pro: 30.37
GPQA: 5.37
MUSR: 3.74
BBH: 28.23
IFEval: 73.47 vs 88 (so35)-16.5%
MATH Lvl 5: 7.1
LLME Score: 0.30733
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 SimPO Parameters and Internals

LLM NameLlama 3 Instruct 8B SimPO
Repository 🤗https://huggingface.co/haoranxu/Llama-3-Instruct-8B-SimPO 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-09-19
Maintainerhaoranxu
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4   0.0 GB
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 Instruct 8B SimPO (haoranxu/Llama-3-Instruct-8B-SimPO)

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

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Release v2024072803
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