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AnFeng V3.1 Avocet by NLPark

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  Autotrain compatible   Conversational   Endpoints compatible   Llama   Not-for-all-audiences   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/NLPark/AnFeng_v3.1-Avocet 

AnFeng V3.1 Avocet Benchmarks

MMLU Pro: 38.2
GPQA: 9.96
MUSR: 14.98
BBH: 40.31
IFEval: 50.96 vs 88 (so35)-42.1%
MATH Lvl 5: 15.94
LLME Score: 0.26931
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
AnFeng V3.1 Avocet (NLPark/AnFeng_v3.1-Avocet)
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AnFeng V3.1 Avocet Parameters and Internals

Model Type 
text generation
Supported Languages 
Chinese (proficient), English (proficient)
Release Notes 
Version:
Test 2
Date:
early preview
Notes:
Released as an early preview of our v3.1. Includes Shi-Ci, AnFeng, and Trigonotis products with sizes labeled from Nano to Kestrel.
LLM NameAnFeng V3.1 Avocet
Repository 🤗https://huggingface.co/NLPark/AnFeng_v3.1-Avocet 
Model Size34.4b
Required VRAM69.2 GB
Updated2025-09-23
MaintainerNLPark
Model Typellama
Model Files  4.8 GB: 1-of-15   4.8 GB: 2-of-15   5.0 GB: 3-of-15   4.8 GB: 4-of-15   4.8 GB: 5-of-15   5.0 GB: 6-of-15   4.8 GB: 7-of-15   4.8 GB: 8-of-15   5.0 GB: 9-of-15   4.8 GB: 10-of-15   4.8 GB: 11-of-15   5.0 GB: 12-of-15   4.8 GB: 13-of-15   4.8 GB: 14-of-15   1.2 GB: 15-of-15
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
Context Length131072
Model Max Length131072
Transformers Version4.42.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|pad0|>
Vocabulary Size64256
Torch Data Typefloat16

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Rank the AnFeng V3.1 Avocet Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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