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C4ai Command R Plus Fp8 by FriendliAI

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  8-bit   Ar Base model:coherelabs/c4ai-com... Base model:finetune:coherelabs...   Cohere   Conversational   De   En   Es   Fr   It   Ja   Ko   Pretrained   Pt   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/FriendliAI/c4ai-command-r-plus-fp8 

C4ai Command R Plus Fp8 Benchmarks

LLME Score: 0.14693
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 Fp8 (FriendliAI/c4ai-command-r-plus-fp8)
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C4ai Command R Plus Fp8 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research
Applications:
Multilingual tasks
Primary Use Cases:
Reasoning, Summarization, Question answering
Considerations:
The release aims to facilitate community-based research.
Additional Notes 
Quantized version available to enhance inference while maintaining high accuracy.
Supported Languages 
en (Highly proficient), fr (Highly proficient), de (Highly proficient), es (Highly proficient), it (Highly proficient), pt (Highly proficient), ja (Highly proficient), ko (Highly proficient), zh (Highly proficient), ar (Highly proficient)
Training Details 
Data Sources:
Multilingual datasets
Methodology:
Multi-step tool use and Retrieval Augmented Generation (RAG)
Context Length:
128000
Model Architecture:
Optimized transformer architecture
Input Output 
Input Format:
Text input in multiple languages
Accepted Modalities:
text
Output Format:
Text generation
Performance Tips:
Utilize FP8 on compatible hardware to enhance efficiency.
LLM NameC4ai Command R Plus Fp8
Repository 🤗https://huggingface.co/FriendliAI/c4ai-command-r-plus-fp8 
Model NameCohereForAI/c4ai-command-r-plus
Base Model(s)  CohereForAI/c4ai-command-r-plus   CohereForAI/c4ai-command-r-plus
Model Size107b
Required VRAM113 GB
Updated2025-12-05
MaintainerFriendliAI
Model Typecohere
Model Files  9.8 GB: 1-of-12   9.8 GB: 2-of-12   9.8 GB: 3-of-12   9.8 GB: 4-of-12   9.8 GB: 5-of-12   9.8 GB: 6-of-12   9.8 GB: 7-of-12   9.8 GB: 8-of-12   9.8 GB: 9-of-12   9.8 GB: 10-of-12   8.7 GB: 11-of-12   6.3 GB: 12-of-12
Supported Languagesen fr de es it pt ja ko zh ar
Model ArchitectureCohereForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassCohereTokenizer
Padding Token<|END_OF_TURN_TOKEN|>
Vocabulary Size256000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than FriendliAI/c4ai-command-r-plus-fp8.

Rank the C4ai Command R Plus Fp8 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 v20241124
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