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GLM 4 32B 0414 Bnb 4bit by unsloth

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  4-bit   4bit   Autotrain compatible Base model:quantized:thudm/glm... Base model:thudm/glm-4-32b-041...   Bitsandbytes   Conversational   En   Endpoints compatible   Glm4   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Unsloth   Zh
Model Card on HF 🤗: https://huggingface.co/unsloth/GLM-4-32B-0414-bnb-4bit 

GLM 4 32B 0414 Bnb 4bit Benchmarks

LLME Score: 0.24381
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GLM 4 32B 0414 Bnb 4bit (unsloth/GLM-4-32B-0414-bnb-4bit)
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GLM 4 32B 0414 Bnb 4bit Parameters and Internals

LLM NameGLM 4 32B 0414 Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/GLM-4-32B-0414-bnb-4bit 
Base Model(s)  GLM 4 32B 0414   THUDM/GLM-4-32B-0414
Model Size32b
Required VRAM19.6 GB
Updated2025-09-13
Maintainerunsloth
Model Typeglm4
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   4.7 GB: 4-of-4
Supported Languageszh en
Quantization Type4bit
Model ArchitectureGlm4ForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.52.0.dev0
Tokenizer ClassPreTrainedTokenizer
Padding Token[MASK]
Vocabulary Size151552
Torch Data Typebfloat16

Best Alternatives to GLM 4 32B 0414 Bnb 4bit

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GLM 4 32B 0414 4bit DWQ32K / 18.4 GB11434
GLM 4 32B 0414 8bit32K / 36.7 GB12846
GLM 4 32B 0414 4bit32K / 18.4 GB11725
...LM 4 32B 0414 Unsloth Bnb 4bit32K / 20.3 GB11053
GLM Z1 32B 0414 4bit32K / 18.4 GB11082
GLM Z1 Rumination 32B 0414128K / 66.4 GB1152112
GLM Z1 Rumination 32B 0414128K / 66.4 GB1147110
GLM 4 32B 041432K / 65.7 GB222429459
GLM 4 32B 041432K / 65.7 GB26003475
GLM Z1 32B 041432K / 65.7 GB2316170
Note: green Score (e.g. "73.2") means that the model is better than unsloth/GLM-4-32B-0414-bnb-4bit.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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