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Baichuan Llama 7B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Baichuan Llama 7B GPTQ   URL Share it on

  17   
  Arxiv:1910.07467   Arxiv:2009.03300   4-bit   Autotrain compatible   En   Gptq   Llama   Quantized   Region:us   Safetensors   Zh
Model Card on HF 🤗: https://huggingface.co/TheBloke/baichuan-llama-7B-GPTQ 

Baichuan Llama 7B GPTQ Benchmarks

LLME Score: 0.11
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Baichuan Llama 7B GPTQ (TheBloke/baichuan-llama-7B-GPTQ)

Baichuan Llama 7B GPTQ Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
inference, finetuning
Limitations:
may generate factually incorrect or offensive outputs
Considerations:
Model can produce factually incorrect outputs, and outputs should not be relied on for factual accuracy.
Supported Languages 
Chinese (Supported), English (Supported)
Training Details 
Data Volume:
approximately 1.2 trillion tokens
Methodology:
Transformer structure with rotary-embedding, SwiGLU, and RMSNorm.
Context Length:
4096
Model Architecture:
Standard Transformer with rotary-embedding; Feedforward layer using SwiGLU; Pre-Normalization based on RMSNorm.
Input Output 
Input Format:
text prompt (Chinese/English)
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Ensure correct prompt template used for best results.
LLM NameBaichuan Llama 7B GPTQ
Repository 🤗https://huggingface.co/TheBloke/baichuan-llama-7B-GPTQ 
Base Model(s)  Baichuan Llama 7B   fireballoon/baichuan-llama-7b
Model Size7b
Required VRAM4.5 GB
Updated2025-02-22
MaintainerTheBloke
Model Typellama
Model Files  4.5 GB
Supported Languageszh en
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.28.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size64000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/baichuan-llama-7B-GPTQ.

Rank the Baichuan Llama 7B GPTQ 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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