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Gemma 2 9B Chinese Chat by shenzhi-wang

 »  All LLMs  »  shenzhi-wang  »  Gemma 2 9B Chinese Chat   URL Share it on

  3047   
  Arxiv:2403.07691   Autotrain compatible Base model:google/gemma-2-9b-i... Base model:quantized:google/ge...   Conversational   Doi:10.57967/hf/2667   En   Endpoints compatible   Gemma2   Gguf   Llama-factory   Orpo   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/shenzhi-wang/Gemma-2-9B-Chinese-Chat 

Gemma 2 9B Chinese Chat Benchmarks

LLME Score: 0.26703
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 9B Chinese Chat (shenzhi-wang/Gemma-2-9B-Chinese-Chat)

Gemma 2 9B Chinese Chat Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model significantly improves language response issues from its base model, particularly with reducing mixed-language responses and enhancing abilities in roleplay, tool using, and math.
Supported Languages 
en (advanced), zh (advanced)
Training Details 
Methodology:
ORPO
Context Length:
8192
Release Notes 
Version:
1.0
Date:
2024-06-30
Notes:
Introduced Gemma-2-9B-Chinese-Chat, the first instruction-tuned language model for Chinese & English users with capabilities in roleplaying and tool-using.
LLM NameGemma 2 9B Chinese Chat
Repository 🤗https://huggingface.co/shenzhi-wang/Gemma-2-9B-Chinese-Chat 
Base Model(s)  Gemma 2 9B It   google/gemma-2-9b-it
Model Size9b
Required VRAM18.6 GB
Updated2024-12-14
Maintainershenzhi-wang
Model Typegemma2
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   3.7 GB: 4-of-4
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

Quantized Models of the Gemma 2 9B Chinese Chat

Model
Likes
Downloads
VRAM
...a 2 9B Chinese Chat Uncensored16490918 GB
Gemma 2 9B Chinese Chat GGUF31983 GB
Gemma 2 9B Chinese Chat GGUF0973 GB

Best Alternatives to Gemma 2 9B Chinese Chat

Best Alternatives
Context / RAM
Downloads
Likes
Gemma 2 9B It SimPO8K / 18.6 GB16989130
Gemma 2 9B It8K / 18.6 GB349312584
Gemma 2 9B8K / 37.1 GB104526608
SILMA 9B Instruct V1.08K / 18.6 GB1376154
Recoilme Gemma 2 9B V0.38K / 20.4 GB27003
Magnum V4 9B8K / 18.6 GB273011
Odin 9B8K / 18.6 GB27334
Gemma 2 9B It8K / 18.6 GB112345
Gemma 2 9B It SPPO Iter38K / 18.6 GB9735117
Recoilme Gemma 2 9B V0.48K / 20.4 GB26492
Note: green Score (e.g. "73.2") means that the model is better than shenzhi-wang/Gemma-2-9B-Chinese-Chat.

Rank the Gemma 2 9B Chinese Chat 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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