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Chatglm 6B by THUDM

 ยป  All LLMs  ยป  THUDM  ยป  Chatglm 6B   URL Share it on

  10094   
  Arxiv:2103.10360   Arxiv:2210.02414   Arxiv:2406.12793   Chatglm   Custom code   En   Endpoints compatible   Glm   Pytorch   Region:us   Sharded   Thudm   Zh
Model Card on HF ๐Ÿค—: https://huggingface.co/THUDM/chatglm-6b 

Chatglm 6B Benchmarks

LMSys ELO: 879 vs 1272 (so35)-30.9%
LLME Score: 0.21426
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chatglm 6B (THUDM/chatglm-6b)

Chatglm 6B Parameters and Internals

Model Type 
chat
Use Cases 
Areas:
research, commercial applications
Additional Notes 
ChatGLM-6B provides bilingual language processing capabilities and employs model quantization to facilitate deployment on consumer-grade hardware.
Supported Languages 
Chinese (bilingual), English (bilingual)
Training Details 
Data Sources:
Chinese and English corpus
Data Volume:
1T tokens
Methodology:
Supervised fine-tuning, feedback bootstrap, reinforcement learning with human feedback
Model Architecture:
GLM
Release Notes 
Version:
v1.1.0
Notes:
ๆ›ดๆ–ฐ v1.1 ็‰ˆๆœฌ checkpoint
Version:
v0.1.0
LLM NameChatglm 6B
Repository ๐Ÿค—https://huggingface.co/THUDM/chatglm-6b 
Model Size6b
Required VRAM13.5 GB
Updated2025-01-23
MaintainerTHUDM
Model Typechatglm
Model Files  1.7 GB: 1-of-8   1.9 GB: 2-of-8   2.0 GB: 3-of-8   1.9 GB: 4-of-8   1.9 GB: 5-of-8   1.9 GB: 6-of-8   1.1 GB: 7-of-8   1.1 GB: 8-of-8
Supported Languageszh en
Model ArchitectureChatGLMModel
Transformers Version4.23.1
Tokenizer ClassChatGLMTokenizer
Padding Token<pad>
Vocabulary Size130528
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than THUDM/chatglm-6b.

Rank the Chatglm 6B Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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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