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AnFeng V3 Avocet by NLPark

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AnFeng V3 Avocet is an open-source language model by NLPark. Features: 35b LLM, VRAM: 69.5GB, Context: 8K, License: cc-by-nc-nd-4.0, LLM Explorer Score: 0.16, Arc: 67.8, HellaSwag: 87.4, MMLU: 74.8, GSM8K: 74.

  Cohere   Conversational   En   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/NLPark/AnFeng_v3_Avocet 

AnFeng V3 Avocet Benchmarks

ARC: 67.75 vs 96.7 (so35)-29.9%
HellaSwag: 87.43 vs 95.3 (gpt4)-8.3%
MMLU: 74.79 vs 88.3 (so35)-15.3%
GSM8K: 74 vs 96.4 (so35)-23.2%
LLME Score: 0.1639
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
AnFeng V3 Avocet (NLPark/AnFeng_v3_Avocet)
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AnFeng V3 Avocet Parameters and Internals

Model Type 
text generation
Additional Notes 
Sizes are labelled as: Nano, Leap, Pattern, Avocet, Robin, Kestrel.
Supported Languages 
Chinese (advanced), English (advanced)
Release Notes 
Version:
v3 early preview
Notes:
Released as an early preview for v3 series covering 'Shi-Ci', 'AnFeng', and 'Cecilia' LLM products.
LLM NameAnFeng V3 Avocet
Repository 🤗https://huggingface.co/NLPark/AnFeng_v3_Avocet 
Model Size35b
Required VRAM69.5 GB
Updated2026-07-05
MaintainerNLPark
Model Typecohere
Model Files  4.7 GB: 1-of-15   4.9 GB: 2-of-15   4.9 GB: 3-of-15   4.9 GB: 4-of-15   4.9 GB: 5-of-15   4.9 GB: 6-of-15   4.9 GB: 7-of-15   4.9 GB: 8-of-15   4.9 GB: 9-of-15   4.9 GB: 10-of-15   4.9 GB: 11-of-15   4.9 GB: 12-of-15   4.9 GB: 13-of-15   4.9 GB: 14-of-15   1.1 GB: 15-of-15
Supported Languagesen
Model ArchitectureCohereForCausalLM
Licensecc-by-nc-nd-4.0
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<PAD>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than NLPark/AnFeng_v3_Avocet.

Rank the AnFeng V3 Avocet 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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