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Glm 4 9B Chat by THUDM

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  94984   
  Arxiv:2406.12793   Chatglm   Custom code   En   Glm   Region:us   Safetensors   Sharded   Tensorflow   Thudm   Zh
Model Card on HF 🤗: https://huggingface.co/THUDM/glm-4-9b-chat 

Glm 4 9B Chat Benchmarks

MMLU Pro: 24.07
GPQA: 8.5
MUSR: 8.06
BBH: 25.21
LLME Score: 0.31194
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Glm 4 9B Chat (THUDM/glm-4-9b-chat)
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Glm 4 9B Chat Parameters and Internals

Model Type 
text generation, multimodal
Use Cases 
Areas:
research, commercial applications
Applications:
multimodal AI research, language translation, advanced NLP tasks
Primary Use Cases:
multilingual dialogue, long-form content generation, custom tool handling
Limitations:
limited to pre-defined languages for high proficiency
Considerations:
Supports long-context processing suitable for extended content applications.
Additional Notes 
Utilizes advanced capabilities like webpage browsing and tool execution.
Supported Languages 
zh (high), en (high), ja (medium), ko (medium), de (medium), other_langs (support for 26 languages, including extended support for large context lengths (up to 1 million).)
Training Details 
Data Sources:
N/A
Data Volume:
N/A
Methodology:
Pre-trained on a diverse set of tasks including semantic, mathematical, reasoning, code, and knowledge datasets.
Context Length:
128000
Training Time:
N/A
Hardware Used:
N/A
Model Architecture:
Designed to support advanced functions like web browsing, code execution, custom tool calls, and long-text reasoning.
Input Output 
Input Format:
JSON-like structures for dialogue with role-content mapping.
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Ensure software dependencies are fully updated and compatible with the specified versions.
Release Notes 
Version:
2024/08/12
Date:
2024/08/12
Notes:
Updated to use transformers>=4.44.0.
Version:
2024/07/24
Date:
2024/07/24
Notes:
Released latest technical insights related to long-text processing support up to 1M.
LLM NameGlm 4 9B Chat
Repository 🤗https://huggingface.co/THUDM/glm-4-9b-chat 
Model Size9b
Required VRAM18.7 GB
Updated2025-07-28
MaintainerTHUDM
Model Typechatglm
Model Files  1.9 GB: 1-of-10   1.8 GB: 2-of-10   2.0 GB: 3-of-10   1.9 GB: 4-of-10   1.8 GB: 5-of-10   2.0 GB: 6-of-10   1.9 GB: 7-of-10   1.8 GB: 8-of-10   2.0 GB: 9-of-10   1.6 GB: 10-of-10
Supported Languageszh en
Model ArchitectureChatGLMModel
Licenseother
Model Max Length128000
Transformers Version4.44.0
Tokenizer ClassChatGLM4Tokenizer
Padding Token<|endoftext|>
Torch Data Typebfloat16

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Rank the Glm 4 9B 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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Release v20241124
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