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GLM 4.7 Flash 8bit by mlx-community

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GLM 4.7 Flash 8bit is an open-source language model by mlx-community. Features: 29.9b LLM, VRAM: 31.9GB, Context: 198K, License: mit, MoE, Quantized, LLM Explorer Score: 0.41, ELO: 1368.

  8-bit   8bit Base model:quantized:zai-org/g... Base model:zai-org/glm-4.7-fla...   Conversational   En   Glm4 moe lite   Mlx   Moe   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/GLM-4.7-Flash-8bit 

GLM 4.7 Flash 8bit Benchmarks

LMSys ELO: 1368 vs 1272 (so35)7.5%
LLME Score: 0.40541
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GLM 4.7 Flash 8bit (mlx-community/GLM-4.7-Flash-8bit)

GLM 4.7 Flash 8bit Parameters and Internals

LLM NameGLM 4.7 Flash 8bit
Repository 🤗https://huggingface.co/mlx-community/GLM-4.7-Flash-8bit 
Base Model(s)  zai-org/GLM-4.7-Flash   zai-org/GLM-4.7-Flash
Model Size29.9b
Required VRAM31.9 GB
Updated2026-07-22
Maintainermlx-community
Model Typeglm4_moe_lite
Model Files  5.2 GB: 1-of-7   5.4 GB: 2-of-7   5.2 GB: 3-of-7   5.2 GB: 4-of-7   5.2 GB: 5-of-7   5.4 GB: 6-of-7   0.3 GB: 7-of-7
Supported Languagesen zh
Quantization Type8bit
Model ArchitectureGlm4MoeLiteForCausalLM
Licensemit
Context Length202752
Model Max Length202752
Transformers Version5.0.0rc0
Tokenizer ClassTokenizersBackend
Padding Token<|endoftext|>
Vocabulary Size154880

Best Alternatives to GLM 4.7 Flash 8bit

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Context / RAM
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GLM 4.7 Flash 4bit198K / 17 GB760566
GLM 4.7 Flash 6bit198K / 24.2 GB40537
GLM 4.7 Flash 4bit Mxfp4198K / 15.9 GB2374
....5 High Reasoning Distill 6bit198K / 24.2 GB1972
....5 High Reasoning Distill 4bit198K / 17 GB1912
GLM 4.7 Flash 8bit Gs32198K / 33.6 GB1835
GLM 4.7 Flash Abliteratex198K / 62.3 GB5103
Glm 4.7 Flash Opus Reasoning198K / 59.9 GB100
GLM 4.7 Flash Heretic198K / 59.9 GB51219
...LM 4.7 Flash Abliterated Mxfp8198K / 30.7 GB1722
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/GLM-4.7-Flash-8bit.

Rank the GLM 4.7 Flash 8bit Capabilities

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