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FireStorm Llama 3.1 8B by EpistemeAI2

 »  All LLMs  »  EpistemeAI2  »  FireStorm Llama 3.1 8B   URL Share it on

  3   
  Arxiv:1803.05457   Arxiv:2109.07958   Arxiv:2210.09261   Arxiv:2310.16049   Arxiv:2311.07911   Arxiv:2311.12022   Arxiv:2406.01574   Arxiv:2406.06623   4bit   Autotrain compatible   Conversational   En   Endpoints compatible   Llama   Pytorch   Quantized   Region:us   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/EpistemeAI2/FireStorm-Llama-3.1-8B 

FireStorm Llama 3.1 8B Benchmarks

LLME Score: 0.2172
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
FireStorm Llama 3.1 8B (EpistemeAI2/FireStorm-Llama-3.1-8B)

FireStorm Llama 3.1 8B Parameters and Internals

Model Type 
text-generation-inference, transformers
Use Cases 
Areas:
AI development, Research, Education
Applications:
Conversational AI, Question Answering, Knowledge-based systems
Primary Use Cases:
Instruction following, Reasoning, QA, Function calling
Additional Notes 
Trained 2x faster with Unsloth.
Supported Languages 
en (proficient)
Training Details 
Data Volume:
~1 million examples
Methodology:
SFT fine tuning with PHD level and COT dataset
Input Output 
Input Format:
text (prompts and messages)
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Best results with bfloat16.
LLM NameFireStorm Llama 3.1 8B
Repository 🤗https://huggingface.co/EpistemeAI2/FireStorm-Llama-3.1-8B 
Base Model(s)  unsloth/llama-3.1-storm-8b-bnb-4bit   unsloth/llama-3.1-storm-8b-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
MaintainerEpistemeAI2
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
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16

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Rank the FireStorm Llama 3.1 8B 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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Release v20241227
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