File size: 1,041 Bytes
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license: apache-2.0
language:
- en
- zh
library_name: sentence-transformers
pipeline_tag: sentence-similarity
base_model: infgrad/Jasper-Token-Compression-600M
tags:
- sentence-transformers
- feature-extraction
- sentence-similarity
- text-embeddings
- embeddings
- retrieval
- mteb
- qwen3
- onnx
- onnxruntime
- cpu
- int-4
---
# Jasper Token Compression 600M — ONNX INT-4
ONNX export of [infgrad/Jasper-Token-Compression-600M](https://huggingface.co/infgrad/Jasper-Token-Compression-600M).
**Precision:** INT4
**Quantization:** INT4
**Model size:** 317.15 MiB
INT4 ONNX export intended for highly compact CPU/local deployment while retaining the original model's 2048-dimensional embeddings.
## Benchmarks
| Tokens | Median latency | Tokens/s |
|---:|---:|---:|
| 32 | 57.347 ms | 558.0 |
| 128 | 65.343 ms | 1,958.9 |
| 512 | 96.749 ms | 5,292.0 |
| 1024 | 137.314 ms | 7,457.4 |
## Fidelity
Median cosine similarity versus FP32: ~0.981–0.986.
## Attribution
Original model: `infgrad/Jasper-Token-Compression-600M`
|