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Llama 3 Firefunction V2 by fireworks-ai

 »  All LLMs  »  fireworks-ai  »  Llama 3 Firefunction V2   URL Share it on

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  Autotrain compatible   Conversational   Endpoints compatible   Function-calling   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/fireworks-ai/llama-3-firefunction-v2 

Llama 3 Firefunction V2 Benchmarks

LLME Score: 0.21391
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Firefunction V2 (fireworks-ai/llama-3-firefunction-v2)

Llama 3 Firefunction V2 Parameters and Internals

Model Type 
function-calling
Use Cases 
Areas:
general instruction following, multi-turn chat, single- and parallel function calling, structured information extraction
Primary Use Cases:
function calling with up to 20 function specs
Limitations:
not optimized for 100+ function specs, nested function calling
Additional Notes 
FireFunction V2 is hosted on the Fireworks platform at less than 10% of the cost of GPT-4o and delivers twice the speed.
LLM NameLlama 3 Firefunction V2
Repository 🤗https://huggingface.co/fireworks-ai/llama-3-firefunction-v2 
Model Size70b
Required VRAM141.9 GB
Updated2025-02-22
Maintainerfireworks-ai
Model Typellama
Instruction-BasedYes
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than fireworks-ai/llama-3-firefunction-v2.

Rank the Llama 3 Firefunction V2 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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