C4ai Command R Plus AQLM 2Bit 1x16 by ISTA-DASLab

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  Arxiv:2401.06118   10languages   2bit   Aqlm   Autotrain compatible   Cohere   Conversational   Endpoints compatible   Inference endpoints   Quantized   Region:us   Safetensors   Sharded   Tensorflow

C4ai Command R Plus AQLM 2Bit 1x16 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
C4ai Command R Plus AQLM 2Bit 1x16 (ISTA-DASLab/c4ai-command-r-plus-AQLM-2Bit-1x16)
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C4ai Command R Plus AQLM 2Bit 1x16 Parameters and Internals

Model Type 
conversational, text generation
Additional Notes 
The model is optimized through AQLM quantization technique using a 1x16 bit codebook reducing its size significantly.
Supported Languages 
10 languages (unknown proficiency)
LLM NameC4ai Command R Plus AQLM 2Bit 1x16
Repository ๐Ÿค—https://huggingface.co/ISTA-DASLab/c4ai-command-r-plus-AQLM-2Bit-1x16 
Model Size16b
Required VRAM31.9 GB
Updated2025-09-23
MaintainerISTA-DASLab
Model Typecohere
Model Files  6.3 GB: 1-of-7   4.9 GB: 2-of-7   4.9 GB: 3-of-7   4.9 GB: 4-of-7   5.0 GB: 5-of-7   4.9 GB: 6-of-7   1.0 GB: 7-of-7
Quantization Type2bit
Model ArchitectureCohereForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassCohereTokenizer
Padding Token<PAD>
Vocabulary Size256000
Torch Data Typefloat16

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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 v20241124