Model benchmarks
glm-4.7-flash-unsloth:small-hotfixed-90kHEAT local LLM performance
As of April 2026, glm-4.7-flash-unsloth:small-hotfixed-90kHEAT runs at up to 35.1 tok/s for local inference (best of 11 community benchmark runs across 1 GPU).
Model size
29.9B
Peak speed
35.1 tok/s
Average speed
27.2 tok/s
Min memory
12.9 GB
Max context
80,000 tokens
Avg quality
62.6
Benchmark runs
11
GPUs tested
1
Quality by task
Average LLM-judged quality (0–100) with the run-to-run spread shown as a P5–P95 band, overall and for each benchmark task, across all 11 runs. The low and high columns show how much the judge’s score varies between runs, and need at least two runs to display.
| Task | P5 (low) | Avg | P95 (high) |
|---|---|---|---|
| Overall | 39.5 | 62.6 | 72.8 |
| Agent Workflow | 33.0 | 68.6 | 88.3 |
| Code Generation | 23.8 | 56.4 | 67.9 |
| Role Play & Narrative | 63.2 | 76.4 | 85.1 |
| Research & Analysis | 20.8 | 49.2 | 65.3 |
Performance by hardware and tool
Every hardware/tool/quantization combination glm-4.7-flash-unsloth:small-hotfixed-90kHEAT has been benchmarked on, ranked by peak token generation speed. Last updated April 2026.
| Hardware | Tool | Quant | Best tok/s | Avg tok/s | Memory | Context | Quality | Runs |
|---|---|---|---|---|---|---|---|---|
| AMD Radeon RX 7900 XTX | Ollama | Q3_K_S | 35.1 tok/s | 27.2 tok/s | 12.9 GB | 80,000 tokens | 62.6 | 11 |
Frequently asked questions
- Is glm-4.7-flash-unsloth:small-hotfixed-90kHEAT good for coding?
- In our benchmarks, glm-4.7-flash-unsloth:small-hotfixed-90kHEAT scores 56.4/100 for coding. It runs at about 27.2 tok/s, so if you want more speed, Gemma4:E2B/QAT-MTP@131K is faster (~303.9 tok/s) and still scores well for coding (66.9/100).
- Is glm-4.7-flash-unsloth:small-hotfixed-90kHEAT good for agentic (tool-using) tasks?
- In our benchmarks, glm-4.7-flash-unsloth:small-hotfixed-90kHEAT scores 68.6/100 for agentic workflows. It runs at about 27.2 tok/s, so if you want more speed, Gemma4:E2B/QAT-MTP@131K is faster (~303.9 tok/s) and still scores well for agentic workflows (71.7/100).
- How fast is glm-4.7-flash-unsloth:small-hotfixed-90kHEAT for local inference?
- Across 11 community benchmark runs, glm-4.7-flash-unsloth:small-hotfixed-90kHEAT reaches up to 35.1 tok/s and averages 27.2 tok/s, with the fastest results on AMD Radeon RX 7900 XTX.
- How much memory does glm-4.7-flash-unsloth:small-hotfixed-90kHEAT need?
- The leanest observed configuration used about 12.9 GB of memory (quantizations tested: Q3_K_S).
- Which tools have been used to run glm-4.7-flash-unsloth:small-hotfixed-90kHEAT?
- Benchmarks were submitted using Ollama. Results are community-contributed and updated as new runs arrive.