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Falcon Mamba 7B 4bit by tiiuae

 »  All LLMs  »  tiiuae  »  Falcon Mamba 7B 4bit   URL Share it on

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  Arxiv:2312.00752   Arxiv:2410.05355   4-bit   4bit   Autotrain compatible Base model:quantized:tiiuae/fa... Base model:tiiuae/falcon-mamba...   Bitsandbytes Dataset:huggingfacefw/fineweb-... Dataset:tiiuae/falcon-refinedw...   En   Endpoints compatible   Falcon mamba   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/tiiuae/falcon-mamba-7b-4bit 

Falcon Mamba 7B 4bit Benchmarks

LLME Score: 0.19056
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 4bit (tiiuae/falcon-mamba-7b-4bit)

Falcon Mamba 7B 4bit Parameters and Internals

Model Type 
Causal decoder-only
Additional Notes 
Make sure to install 'bitsandbytes' and have a compatible GPU.
Supported Languages 
English (Mainly)
Training Details 
Data Sources:
tiiuae/falcon-refinedweb, HuggingFaceFW/fineweb-edu
Data Volume:
~ 5,500 GT
Methodology:
Multi-stage training strategy, context-length training from 2,048 up to 8,192.
Context Length:
8192
Training Time:
Roughly two months
Hardware Used:
256 H100 80GB GPUs
Model Architecture:
Mamba Architecture
LLM NameFalcon Mamba 7B 4bit
Repository 🤗https://huggingface.co/tiiuae/falcon-mamba-7b-4bit 
Base Model(s)  Falcon Mamba 7B   tiiuae/falcon-mamba-7b
Model Size7b
Required VRAM4.9 GB
Updated2025-05-16
Maintainertiiuae
Model Typefalcon_mamba
Model Files  4.9 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureFalconMambaForCausalLM
Licenseother
Transformers Version4.43.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size65024
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than tiiuae/falcon-mamba-7b-4bit.

Rank the Falcon Mamba 7B 4bit Capabilities

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