LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Falcon Mamba 7B 4bit by tiiuae

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

  59   
  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: 0.22258
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
Updated2024-12-22
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

Best Alternatives to Falcon Mamba 7B 4bit

Best Alternatives
Context / RAM
Downloads
Likes
Falcon3 Mamba 7B Instruct0K / 14.6 GB60516
Falcon3 Mamba 7B Base0K / 14.6 GB10515
Falcon Mamba 7B0K / 14.6 GB12307221
Falcon Mamba 7B Instruct0K / 14.6 GB1276567
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

🆘 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  

What open-source LLMs or SLMs are you in search of? 40066 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
  Support LLM Explorer