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Fireball Meta Llama 3.1 8B Instruct Agent 0.003 128K Code by EpistemeAI

 »  All LLMs  »  EpistemeAI  »  Fireball Meta Llama 3.1 8B Instruct Agent 0.003 128K Code   URL Share it on

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  Arxiv:2210.03629   Autotrain compatible Base model:epistemeai/fireball... Base model:finetune:epistemeai...   Conversational Dataset:epistemeai/agentic-tes...   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/EpistemeAI/Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code 

Fireball Meta Llama 3.1 8B Instruct Agent 0.003 128K Code Benchmarks

MMLU Pro: 26.92
GPQA: 6.94
MUSR: 8.46
BBH: 28.17
IFEval: 59.75 vs 88 (so35)-32.1%
MATH Lvl 5: 13.37
LLME Score: 0.28664
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 3.1 8B Instruct Agent 0.003 128K Code (EpistemeAI/Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code)

Fireball Meta Llama 3.1 8B Instruct Agent 0.003 128K Code Parameters and Internals

Model Type 
text-generation-inference
Use Cases 
Areas:
Coding assistance, RAG applications
Applications:
Langchain, LLamaIndex
Additional Notes 
Features built-in agent functionalities like search, calculator, ReAct, and more. Capable of self-learning with Unsloth (in progress).
Supported Languages 
en (English)
Training Details 
Data Sources:
code dataset
Methodology:
Fine-tuned for coder agent using experimental techniques.
Context Length:
128000
Safety Evaluation 
Methodologies:
Llama-Guard: meta-llama/Llama-Guard-3-8B
Risk Categories:
safety classification
Input Output 
Accepted Modalities:
text
LLM NameFireball Meta Llama 3.1 8B Instruct Agent 0.003 128K Code
Repository 🤗https://huggingface.co/EpistemeAI/Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K-code 
Base Model(s)  EpistemeAI/Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K   EpistemeAI/Fireball-Meta-Llama-3.1-8B-Instruct-Agent-0.003-128K
Model Size8b
Required VRAM16.1 GB
Updated2025-01-07
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
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
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-3.1-8B-Instruct-Agent-0.003-128K-code.

Rank the Fireball Meta Llama 3.1 8B Instruct Agent 0.003 128K Code Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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