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Fireball Meta Llama 3.2 8B Instruct Agent 003 128K Code DPO by EpistemeAI

 »  All LLMs  »  EpistemeAI  »  Fireball Meta Llama 3.2 8B Instruct Agent 003 128K Code DPO   URL Share it on

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  Arxiv:2210.03629   Autotrain compatible Base model:epistemeai/fireball... Base model:finetune:epistemeai...   Conversational   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Safetensors   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/EpistemeAI/Fireball-Meta-Llama-3.2-8B-Instruct-agent-003-128k-code-DPO 

Fireball Meta Llama 3.2 8B Instruct Agent 003 128K Code DPO Benchmarks

MMLU Pro: 28.01
GPQA: 6.71
MUSR: 8.08
BBH: 26.32
IFEval: 46.11 vs 88 (so35)-47.6%
MATH Lvl 5: 12.54
LLME Score: 0.27938
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Fireball Meta Llama 3.2 8B Instruct Agent 003 128K Code DPO (EpistemeAI/Fireball-Meta-Llama-3.2-8B-Instruct-agent-003-128k-code-DPO)

Fireball Meta Llama 3.2 8B Instruct Agent 003 128K Code DPO Parameters and Internals

LLM NameFireball Meta Llama 3.2 8B Instruct Agent 003 128K Code DPO
Repository 🤗https://huggingface.co/EpistemeAI/Fireball-Meta-Llama-3.2-8B-Instruct-agent-003-128k-code-DPO 
Base Model(s)  EpistemeAI/Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code   EpistemeAI/Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code
Model Size8b
Required VRAM16.1 GB
Updated2025-01-23
MaintainerEpistemeAI
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
Supported Languagesen
Gated ModelYes
Model ArchitectureLlamaForCausalLM
Licensemeta
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than EpistemeAI/Fireball-Meta-Llama-3.2-8B-Instruct-agent-003-128k-code-DPO.

Rank the Fireball Meta Llama 3.2 8B Instruct Agent 003 128K Code DPO Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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