Get the latest setups
Models/GLM 5.2/GLM 5.2 FP8
Text / zai-org

GLM 5.2 FP8

GLM 5.2 FP8 is an FP8 quantized text-generation model from zai-org, released under the MIT license. Its official model card describes it as a flagship model for long-horizon tasks with a solid 1M-token context, improved coding, an IndexShare architecture, and MTP speculative decoding. The card lists SGLang, vLLM, Transformers, and KTransformers as deployment frameworks, and links to blog, paper, API, and community resources.

EstimatedRepository opened Jun 16, 2026Source checked 9/24/2026Version: f33c6dc5
LOCALRENTED GPUOPEN WEIGHTS
Freshness 63 out of 100. Repository age: 121 days old, Jun 16, 2026. Measures age, not quality.
Popularity 70 out of 100. 196,139 downloads in 30 days; 268 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.
What do these scores mean?

Two ways to compare models. Neither score measures answer quality, benchmark performance, or whether a model fits your machine.

Freshness · release age

A new release starts at 100. The score halves every 180 days: 100 × 2^(−age in days / 180). When the release date is unavailable, a repository date is a fallback—not proof of when the model was released. Missing dates stay unscored.

Check the date source
Popularity · adoption

Downloads over the past 30 days carry 80% of the score; lifetime likes carry 20%. Both use a logarithmic scale, capped at 10 million downloads and 100,000 likes. If likes are unavailable, downloads carry all the weight. Missing download statistics stay unscored.

round(80 × min(1, log10(1 + downloads) / 7) + 20 × min(1, log10(1 + likes) / 5))

Check the statistics source
Scores as of Oct 15, 2026. Statistics checked Oct 15, 2026. Statistics are marked for refresh after 72 hours.Full scoring method
WORKFLOWS FOR THIS MODEL 1

What do you want to do?

Choose a task. Get the software, files, settings, and steps to run it.

MAKE IT PERSONALChoose your hardware
Coding

Build a coding assistant with GLM 5.2 on rented GPUs

Use a publisher GLM 5.2 checkpoint on a capable multi-GPU Linux host, connect VS Code/Cline privately from Windows or Mac, and verify a small code change.

Freshness 63 out of 100. Repository age: 121 days old, Jun 16, 2026. Measures age, not quality.
Popularity 70 out of 100. 196,139 downloads in 30 days; 268 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.
VS CodeCline
1 packageLinux
Opens with GLM 5.2 · publisher FP8Open coding guide

Open a guide for its software, hardware requirements, and setup steps.

At a glance

Parameters
753.33B
Architecture
glm_moe_dsa
Context length
1,048,576
License
mit
Disk space
703.7 GB
Software
SGLang, vLLM
View the model source
MY HARDWARE

Will it run on your machine?

Save your machine to see a personalized rating and its reasoning.

Add my hardware

Best for

  • Long-horizon task processing with up to 1M-token context
  • Text generation
  • Coding tasks with adjustable thinking effort levels
  • Agentic tool use and MCP-style workflows
  • Local deployment via supported frameworks such as SGLang, vLLM, Transformers, or KTransformers

Tradeoffs

  • The supplied source data is truncated and does not include complete framework version or hardware requirements.
  • The model card marks a new version (zai-org/GLM-5.3), but no migration or compatibility details are provided.
  • Only FP8 model facts are supplied; other precision or format options are not described.
  • No independent testing, performance benchmarks, or real-world validation are provided in the source data.
  • No information is given about supported languages beyond the metadata tags 'en' and 'zh'.

Ways to run it

SGLang · Linux / rented GPU

Publisher-linked deployment recipe; follow the maintained runtime instructions at the source.

Official instructions

vLLM · Linux / rented GPU

Publisher-linked deployment recipe; follow the maintained runtime instructions at the source.

Official instructions

Explore its uses

SAFETENSORSTEXT-GENERATION

Keep exploring

Text
Prism ML

Bonsai 2 · 27B

A compressed 27B-class reasoning model with publisher-provided GGUF packs and a dedicated llama.cpp fork for CUDA, Metal, and CPU.

Freshness 90 out of 100. Release age: 28 days old, Sep 17, 2026. Measures age, not quality.
Popularity 90 out of 100. 4,849,199 downloads in 30 days; 2,697 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.
MODEL SIZE27.36B
LOCALRENTED GPU
Released Sep 17, 2026
Text
DeepSeek

DeepSeek V4.1 Flash

A multimodal reasoning model with a compressed key-value cache, published as open weights.

Freshness 87 out of 100. Repository age: 35 days old, Sep 10, 2026. Measures age, not quality.
Popularity 84 out of 100. 1,238,583 downloads in 30 days; 4,519 lifetime likes. Checked Oct 15, 2026. Measures adoption, not quality.
Arena Open Source Text: rank 5 of 225. Ranked model: deepseek-v4.1-flash-max. Export dated Oct 13, 2026. Source checked Oct 15, 2026. Human preference ranking, not hardware suitability.+3
LOCALRENTED GPU
Repository opened Sep 10, 2026
Text
Qwen

Qwen3.8

Explore 4 versions of Qwen3.8. Compare model sizes, packages, hardware requirements, and available setups.

4 versionsCompare sizes & formats
LOCALRENTED GPU
Compare versions →