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Llama 3 8B ProLong 512K Base by princeton-nlp

 »  All LLMs  »  princeton-nlp  »  Llama 3 8B ProLong 512K Base   URL Share it on

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  Arxiv:2410.02660 Base model:finetune:princeton-... Base model:princeton-nlp/llama... Dataset:princeton-nlp/prolong-... Dataset:princeton-nlp/prolong-...   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/princeton-nlp/Llama-3-8B-ProLong-512k-Base 

Llama 3 8B ProLong 512K Base Benchmarks

MMLU Pro: 25.88
GPQA: 1.57
MUSR: 12.68
BBH: 29.85
IFEval: 53.22 vs 88 (so35)-39.5%
MATH Lvl 5: 6.87
LLME Score: 0.29736
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B ProLong 512K Base (princeton-nlp/Llama-3-8B-ProLong-512k-Base)

Llama 3 8B ProLong 512K Base Parameters and Internals

LLM NameLlama 3 8B ProLong 512K Base
Repository 🤗https://huggingface.co/princeton-nlp/Llama-3-8B-ProLong-512k-Base 
Base Model(s)  Llama 3 8B ProLong 64K Base   princeton-nlp/Llama-3-8B-ProLong-64k-Base
Model Size8b
Required VRAM32.1 GB
Updated2024-12-21
Maintainerprinceton-nlp
Model Typellama
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
Licensellama3
Context Length524288
Model Max Length524288
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than princeton-nlp/Llama-3-8B-ProLong-512k-Base.

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Release v20241217
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