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Falcon Mamba 7B Instruct by tiiuae

 »  All LLMs  »  tiiuae  »  Falcon Mamba 7B Instruct   URL Share it on

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  Arxiv:2312.00752   Arxiv:2410.05355   Autotrain compatible Base model:finetune:tiiuae/fal... Base model:tiiuae/falcon-mamba...   Conversational Dataset:huggingfacefw/fineweb-... Dataset:tiiuae/falcon-refinedw...   En   Endpoints compatible   Falcon mamba   Instruct   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/tiiuae/falcon-mamba-7b-instruct 

Falcon Mamba 7B Instruct Benchmarks

LLME Score: 0.30529
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Falcon Mamba 7B Instruct (tiiuae/falcon-mamba-7b-instruct)

Falcon Mamba 7B Instruct Parameters and Internals

Model Type 
Causal decoder-only
Supported Languages 
en (Main)
Training Details 
Data Sources:
tiiuae/falcon-refinedweb, HuggingFaceFW/fineweb-edu
Data Volume:
~ 5,500 GT
Methodology:
Multi-stage training strategy increasing context length and Curriculum Learning techniques
Context Length:
8192
Training Time:
Roughly two months
Hardware Used:
256 H100 80GB GPUs
Model Architecture:
Mamba
LLM NameFalcon Mamba 7B Instruct
Repository 🤗https://huggingface.co/tiiuae/falcon-mamba-7b-instruct 
Base Model(s)  Falcon Mamba 7B   tiiuae/falcon-mamba-7b
Model Size7b
Required VRAM14.6 GB
Updated2024-12-22
Maintainertiiuae
Model Typefalcon_mamba
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.6 GB: 3-of-3
Supported Languagesen
Model ArchitectureFalconMambaForCausalLM
Licenseother
Transformers Version4.44.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token>>TITLE<<
Vocabulary Size65024
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than tiiuae/falcon-mamba-7b-instruct.

Rank the Falcon Mamba 7B Instruct 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 v20241217
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