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Llama3.1 Aloe Beta 8B by HPAI-BSC

 »  All LLMs  »  HPAI-BSC  »  Llama3.1 Aloe Beta 8B   URL Share it on

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  Merged Model   Arxiv:2405.01886   Autotrain compatible   Biology Dataset:hpai-bsc/aloe-beta-gen... Dataset:hpai-bsc/chain-of-diag... Dataset:hpai-bsc/headqa-cot-ll... Dataset:hpai-bsc/medmcqa-cot-l... Dataset:hpai-bsc/medqa-cot-lla...   Dataset:hpai-bsc/meds-ins Dataset:hpai-bsc/mmlu-medical-...   Dataset:hpai-bsc/polymed-qa Dataset:hpai-bsc/pubmedqa-cot-...   Dataset:hpai-bsc/ultramedical   En   Endpoints compatible   Healthcare   Instruct   Llama   Medical   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/HPAI-BSC/Llama3.1-Aloe-Beta-8B 

Llama3.1 Aloe Beta 8B Benchmarks

MMLU Pro: 28.67
GPQA: 2.46
MUSR: 6.83
BBH: 30.37
IFEval: 72.53 vs 88 (so35)-17.6%
MATH Lvl 5: 18.28
LLME Score: 0.32203
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3.1 Aloe Beta 8B (HPAI-BSC/Llama3.1-Aloe-Beta-8B)

Llama3.1 Aloe Beta 8B Parameters and Internals

Model Type 
Causal decoder-only transformer language model
Supported Languages 
English (capable but not formally evaluated on other languages)
Training Details 
Data Sources:
HPAI-BSC/Aloe-Beta-General-Collection, HPAI-BSC/chain-of-diagnosis, HPAI-BSC/MedS-Ins, HPAI-BSC/ultramedical, HPAI-BSC/pubmedqa-cot-llama31, HPAI-BSC/medqa-cot-llama31, HPAI-BSC/medmcqa-cot-llama31, HPAI-BSC/headqa-cot-llama31, HPAI-BSC/MMLU-medical-cot-llama31, HPAI-BSC/Polymed-QA
Data Volume:
1.8B tokens
Methodology:
Fine-tuning on Llama 3.1 using axolotl. Deepspeed Zero-3 distributed training.
Context Length:
16384
Hardware Used:
32x NVIDIA Hopper H100 64GB for 8B, 64x NVIDIA Hopper H100 64GB for 70B
LLM NameLlama3.1 Aloe Beta 8B
Repository 🤗https://huggingface.co/HPAI-BSC/Llama3.1-Aloe-Beta-8B 
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-04-30
MaintainerHPAI-BSC
Model Typellama
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
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.46.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than HPAI-BSC/Llama3.1-Aloe-Beta-8B.

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