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Gemma 2 27B Chinese Chat by shenzhi-wang

 »  All LLMs  »  shenzhi-wang  »  Gemma 2 27B Chinese Chat   URL Share it on

  2185   
  Arxiv:2403.07691   Autotrain compatible Base model:google/gemma-2-27b-... Base model:quantized:google/ge...   Conversational   Doi:10.57967/hf/2673   En   Endpoints compatible   Gemma2   Gguf   Llama-factory   Orpo   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/shenzhi-wang/Gemma-2-27B-Chinese-Chat 

Gemma 2 27B Chinese Chat Benchmarks

LLME Score: 0.23381
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 27B Chinese Chat (shenzhi-wang/Gemma-2-27B-Chinese-Chat)

Gemma 2 27B Chinese Chat Parameters and Internals

Model Type 
text generation, instruction-tuned
Additional Notes 
Optimal performance is achieved by refraining from fine-tuning the model's identity.
Supported Languages 
en (full proficiency), zh (full proficiency)
Training Details 
Data Volume:
preference dataset with more than 100K preference pairs
Methodology:
ORPO (Reference-free Monolithic Preference Optimization with Odds Ratio)
Context Length:
8192
Input Output 
Accepted Modalities:
text
Release Notes 
Date:
Jul 2, 2024
Notes:
Introduced Gemma-2-27B-Chinese-Chat with roleplaying & tool-using abilities.
LLM NameGemma 2 27B Chinese Chat
Repository 🤗https://huggingface.co/shenzhi-wang/Gemma-2-27B-Chinese-Chat 
Base Model(s)  Gemma 2 27B It   google/gemma-2-27b-it
Model Size27b
Required VRAM54.7 GB
Updated2025-03-22
Maintainershenzhi-wang
Model Typegemma2
Model Files  4.7 GB: 1-of-12   4.9 GB: 2-of-12   4.9 GB: 3-of-12   5.0 GB: 4-of-12   4.9 GB: 5-of-12   4.9 GB: 6-of-12   5.0 GB: 7-of-12   4.9 GB: 8-of-12   4.9 GB: 9-of-12   5.0 GB: 10-of-12   4.9 GB: 11-of-12   0.7 GB: 12-of-12
Supported Languagesen zh
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.42.2
Tokenizer ClassGemmaTokenizer
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 shenzhi-wang/Gemma-2-27B-Chinese-Chat.

Rank the Gemma 2 27B Chinese Chat 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 v20241227
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