GLM-4.7-Flash is a text-generation model with a 30B-A3B Mixture-of-Experts (MoE) architecture from zai-org, released under the MIT license. It is designed for lightweight deployment while balancing performance and efficiency. The model supports English and Chinese, integrates with Hugging Face Transformers, and can be served locally using vLLM or SGLang. It is the strongest model in the 30B class according to the official model card, with benchmark results provided for tasks such as AIME 25, GPQA, LCB v6, HLE, SWE-bench Verified, τ²-Bench, and BrowseComp.
Model size
31.22B
Format
FP16 weights
Context
202,752
Freshness 35 out of 100. Repository age: 269 days old, Jan 19, 2026. Measures age, not quality.Freshness35/100269 days old
Popularity 83 out of 100. 1,307,102 downloads in 30 days; 1,876 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.Popularity83/1001.3M downloads / 30d
Arena Open Source Text: rank 75 of 225. Ranked model: glm-4.7-flash. Export dated Oct 13, 2026. Source checked Oct 15, 2026. Human preference ranking, not hardware suitability.#75Arena · Open SourceText
GLM-4.7 is a text-generation model from zai-org released under the MIT license, supporting English and Chinese. It is intended as a coding partner, with claimed improvements over GLM-4.6 in agentic coding, terminal-based tasks, UI quality, tool use, and complex reasoning, as well as in chat, creative writing, and role-play. Model weights are provided in safetensors format.
Model size
358.34B
Format
FP16 weights
Context
202,752
Freshness 32 out of 100. Repository age: 297 days old, Dec 22, 2025. Measures age, not quality.Freshness32/100297 days old
Popularity 70 out of 100. 85,782 downloads in 30 days; 2,067 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.Popularity70/10085.8K downloads / 30d
Arena Open Source Text: rank 19 of 225. Ranked model: glm-4.7. Export dated Oct 13, 2026. Source checked Oct 15, 2026. Human preference ranking, not hardware suitability.#19Arena · Open SourceText+1