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Glm 4 9B Chat 1M by THUDM

 »  All LLMs  »  THUDM  »  Glm 4 9B Chat 1M   URL Share it on

  3166   
  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-1m 

Glm 4 9B Chat 1M Benchmarks

MMLU Pro: 24.04
GPQA: 7.16
MUSR: 5.23
BBH: 17.11
LLME Score: 0.2784
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 1M (THUDM/glm-4-9b-chat-1m)

Glm 4 9B Chat 1M Parameters and Internals

Model Type 
text generation, multimodal
Use Cases 
Areas:
research, commercial applications, multilingual applications
Primary Use Cases:
multilingual dialogue, long text reasoning (supporting up to 128K context), web browsing, code execution, custom tool calling
Supported Languages 
zh (Chinese), en (English), ja (Japanese), ko (Korean), de (German), others (26 languages in total)
Training Details 
Methodology:
Pre-trained with data over various domains including semantic, mathematical, reasoning, code, and knowledge datasets. Enhanced with human preference alignment techniques.
Context Length:
131072
Input Output 
Input Format:
Chat templates with roles and content
Release Notes 
Version:
2024/08/12
Notes:
Code updated with `transformers>=4.44.0`.
Version:
2024/07/24
Notes:
Published latest tech insights related to long text on [Medium](https://medium.com/@ChatGLM/glm-long-scaling-pre-trained-model-contexts-to-millions-caa3c48dea85)
LLM NameGlm 4 9B Chat 1M
Repository 🤗https://huggingface.co/THUDM/glm-4-9b-chat-1m 
Model Size9b
Required VRAM18.7 GB
Updated2025-02-05
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 Length1024000
Transformers Version4.44.0
Tokenizer ClassChatGLM4Tokenizer
Padding Token<|endoftext|>
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than THUDM/glm-4-9b-chat-1m.

Rank the Glm 4 9B Chat 1M 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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