unsloth/GLM-5.3-Flash-GGUF
text-generation model by unsloth
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Model card & documentation
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See below for 1-bit GLM-5.3-Flash (Low) run inside of Unsloth Desktop: We introduce GLM-5.3-Flash, the first natively multimodal model in the GLM-5 series. With 320B total parameters and just 18B active parameters, it outperforms GLM-5.2 across benchmarks and real-world workloads at one-tenth the price, while approaching Claude Opus 4.8 on coding and agentic benchmarks. GLM-5.3-Flash starts from a newly trained base model, with its architecture and training recipe redesigned around capability and efficiency. For the first time in the GLM series, we introduce a hybrid architecture combining…
Read the full model card ↗ · Preview checked 2026-09-27T06:50:54.302Z
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Model overview
unsloth/GLM-5.3-Flash-GGUF is a text-generation model repository published by unsloth on Hugging Face. A library was not reported.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- Not reported
- Recent downloads (30 days)
- 910,397
- Cumulative likes
- 430
- Hugging Face trending score
- 10
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- mit
- Access
- Not gated by Hugging Face
- Created
- 2026-08-26T14:21:15.000Z
- Last modified
- 2026-09-06T06:55:24.000Z
Compatibility and lineage
Reported languages: en, zh
Reported base models: zai-org/GLM-5.3-Flash
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-09-27T06:37:55.789Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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