Aya 23 8B 4bq by QuantiPhy

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  Arxiv:1910.09700   4-bit   Autotrain compatible   Bitsandbytes   Cohere   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/QuantiPhy/aya-23-8B-4bq 

Aya 23 8B 4bq Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aya 23 8B 4bq (QuantiPhy/aya-23-8B-4bq)

Aya 23 8B 4bq Parameters and Internals

LLM NameAya 23 8B 4bq
Repository ๐Ÿค—https://huggingface.co/QuantiPhy/aya-23-8B-4bq 
Model Size8b
Required VRAM5.7 GB
Updated2024-12-21
MaintainerQuantiPhy
Model Typecohere
Model Files  5.0 GB: 1-of-2   0.7 GB: 2-of-2
Model ArchitectureCohereForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.42.0.dev0
Vocabulary Size256000
Torch Data Typebfloat16

Quantized Models of the Aya 23 8B 4bq

Model
Likes
Downloads
VRAM
Aya 23 8B 4bit2204 GB

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Aya 23 8B Quantized8K / 8.1 GB493
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U3reb8K / 5.7 GB00
Aya 23 8B 4bit8K / 4.5 GB202
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Aya 23 8B 8bit8K / 8.5 GB151
...reForAI Aya 23 8B 3 75bpw EXL28K / 6.7 GB100
Note: green Score (e.g. "73.2") means that the model is better than QuantiPhy/aya-23-8B-4bq.

Rank the Aya 23 8B 4bq 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217