2 models with qualified results
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All tasks · RTX 4090 · 24 GB
Speeds compare only within one exact test. Recipe availability is checked on each report against the published recipe executor.
Qwen3-Embedding-4B
Qwen · 2 tested configurations
- fp16 · Text → Vectors · embedding-mteb-tasks-v1 · Test duration 3 s
- Throughput · Batch 16
- 498vectors/sec
- Observed GPU occupancy
- 8.2GiB
- P95 latency
- 33 ms
Test details
Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.
Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.
- Engine
- sentence-transformers · PyTorch 2.12.1+cu126
- Protocol
- native-forward-v1
- Dataset
- embedding-mteb-tasks-v1
- Workload
- embedding
Batch size Mean throughput (vectors/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B16 497.84 33 ms — 8.22 262.8 1 0d6d756e ↗ 1 other test configurations on this GPU
- fp16 · Text → Vectors · embedding-mteb-tasks-v1 · Test duration 90 s
- Throughput · Batch 1
- 81.2vectors/sec
- Best measured · Batch 16
- 507vectors/sec
- Observed GPU occupancy
- 8.3GiB
- P95 latency
- 12 ms
Test details · 3 batch sizes
Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.
Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.
- Engine
- sentence-transformers · PyTorch 2.12.1+cu126
- Protocol
- native-forward-v1
- Dataset
- embedding-mteb-tasks-v1
- Workload
- embedding
Batch size Mean throughput (vectors/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 81.19 12 ms — 8.34 258.9 1 4f6f3fbb ↗ B4 279.31 14 ms — 8.34 270.5 1 4f6f3fbb ↗ B16 507.04 32 ms — 8.34 264.4 1 4f6f3fbb ↗
Qwen3-Embedding-0.6B
Qwen · 1 tested configuration
- fp16 · Text → Vectors · embedding-mteb-tasks-v1 · Test duration 90 s
- Throughput · Batch 1
- 259vectors/sec
- Best measured · Batch 16
- 2,018vectors/sec
- Observed GPU occupancy
- 1.8GiB
- P95 latency
- 4 ms
Test details · 3 batch sizes
Occupancy includes engine buffers and reserved KV cache. It is not the minimum VRAM required by the model.
Reports combined counts reports, not inference requests. Request successes and failures are listed in each report.
- Engine
- sentence-transformers · PyTorch 2.12.1+cu126
- Protocol
- native-forward-v1
- Dataset
- embedding-mteb-tasks-v1
- Workload
- embedding
Batch size Mean throughput (vectors/sec) P95 TTFT Observed occupancy (GiB) GPU power (W) Reports combined View report B1 258.52 4 ms — 1.84 151.6 1 3ba3d2cb ↗ B4 921.44 4 ms — 1.84 159.5 1 3ba3d2cb ↗ B16 2,017.74 8 ms — 1.84 133 1 3ba3d2cb ↗
Sortable tables by exact test condition · 7 rows
| Model | Hardware | Format | Engine | Mean throughput (vectors/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-Embedding-4B | RTX 4090 · 24 GB | fp16 | sentence-transformersPyTorch 2.12.1+cu126 | 497.84 | 33 ms | — | 8.22 | 262.8 | 1 | 0d6d756e ↗ |
| Model | Hardware | Format | Engine | Mean throughput (vectors/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-Embedding-4B | RTX 4090 · 24 GB | fp16 | sentence-transformersPyTorch 2.12.1+cu126 | 81.19 | 12 ms | — | 8.34 | 258.9 | 1 | 4f6f3fbb ↗ |
| Model | Hardware | Format | Engine | Mean throughput (vectors/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-Embedding-0.6B | RTX 4090 · 24 GB | fp16 | sentence-transformersPyTorch 2.12.1+cu126 | 258.52 | 4 ms | — | 1.84 | 151.6 | 1 | 3ba3d2cb ↗ |
| Model | Hardware | Format | Engine | Mean throughput (vectors/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-Embedding-4B | RTX 4090 · 24 GB | fp16 | sentence-transformersPyTorch 2.12.1+cu126 | 279.31 | 14 ms | — | 8.34 | 270.5 | 1 | 4f6f3fbb ↗ |
| Model | Hardware | Format | Engine | Mean throughput (vectors/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-Embedding-0.6B | RTX 4090 · 24 GB | fp16 | sentence-transformersPyTorch 2.12.1+cu126 | 921.44 | 4 ms | — | 1.84 | 159.5 | 1 | 3ba3d2cb ↗ |
| Model | Hardware | Format | Engine | Mean throughput (vectors/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-Embedding-4B | RTX 4090 · 24 GB | fp16 | sentence-transformersPyTorch 2.12.1+cu126 | 507.04 | 32 ms | — | 8.34 | 264.4 | 1 | 4f6f3fbb ↗ |
| Model | Hardware | Format | Engine | Mean throughput (vectors/sec) | P95 | TTFT | Observed occupancy (GiB) | GPU power (W) | Reports combined | View report |
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-Embedding-0.6B | RTX 4090 · 24 GB | fp16 | sentence-transformersPyTorch 2.12.1+cu126 | 2,017.74 | 8 ms | — | 1.84 | 133 | 1 | 3ba3d2cb ↗ |
Models with reports but no qualified results · 2
Their original reports remain available on each model page. They did not qualify for comparison; each report states why.
| Model | Test task |
|---|---|
| Qwen3-0.6B-FP8Qwen/Qwen3-0.6B-FP8 | Text generation |
| Qwen3-1.7B-FP8Qwen/Qwen3-1.7B-FP8 | Text generation |