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Aya 23 35B 4bit by mlx-community

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Aya 23 35B 4bit is an open-source language model by mlx-community. Features: 35b LLM, VRAM: 19.6GB, Context: 8K, License: cc-by-nc-4.0, Quantized, LLM Explorer Score: 0.15.

  4bit   Ar   Autotrain compatible   Cohere   Conversational   Cs   De   El   En   Endpoints compatible   Es   Fa   Fr   He   Hi   Id   It   Ja   Ko   Mlx   Nl   Pl   Pt   Quantized   Region:us   Ro   Ru   Safetensors   Sharded   Tensorflow   Tr   Uk   Vi   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/aya-23-35B-4bit 

Aya 23 35B 4bit Benchmarks

LLME Score: 0.14504
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aya 23 35B 4bit (mlx-community/aya-23-35B-4bit)
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Aya 23 35B 4bit Parameters and Internals

Model Type 
transformer
Additional Notes 
The model was converted to MLX format using mlx-lm version 0.13.1.
Supported Languages 
en (full), fr (full), de (full), es (full), it (full), pt (full), ja (full), ko (full), zh (full), ar (full), el (full), fa (full), pl (full), id (full), cs (full), he (full), hi (full), nl (full), ro (full), ru (full), tr (full), uk (full), vi (full)
LLM NameAya 23 35B 4bit
Repository 🤗https://huggingface.co/mlx-community/aya-23-35B-4bit 
Model Size35b
Required VRAM19.6 GB
Updated2025-09-23
Maintainermlx-community
Model Typecohere
Model Files  5.3 GB: 1-of-4   5.3 GB: 2-of-4   5.4 GB: 3-of-4   3.6 GB: 4-of-4
Supported Languagesen fr de es it pt ja ko zh ar el fa pl id cs he hi nl ro ru tr uk vi
Quantization Type4bit
Model ArchitectureCohereForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.41.0.dev0
Tokenizer ClassCohereTokenizer
Padding Token<PAD>
Vocabulary Size256000
Torch Data Typefloat16

Best Alternatives to Aya 23 35B 4bit

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Context / RAM
Downloads
Likes
Aya 23 35B 8bit8K / 36.9 GB132
Aya 23 35B 5.0bpw H6 EXL28K / 27.8 GB71
Aya 23 35B 8.0bpw H8 EXL28K / 39.2 GB02
Aya 23 35B 4.0bpw H6 EXL28K / 23.4 GB31
...reForAI Aya 23 35B 5 0bpw EXL28K / 27.7 GB31
Aya 23 35B 3.0bpw H6 EXL28K / 19 GB50
Aya 23 35B 4.65bpw H6 EXL28K / 26.1 GB50
Aya 23 35B 6.0bpw H6 EXL28K / 32.1 GB50
...reForAI Aya 23 35B 4 0bpw EXL28K / 23.3 GB01
C4ai Command R V01 8bit8K / 36.8 GB31
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/aya-23-35B-4bit.

Rank the Aya 23 35B 4bit 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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