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- 0.6B-8B: kld_gradient SelectiveMixedPrecision + GPTQ + RTN + ModelBuilder (int4)
- 14B: k_quant_mixed SelectiveMixedPrecision + GPTQ + RTN + ModelBuilder (int4)
- All models include cpu, cuda, and webgpu execution provider configs
- Standardized naming: {model}_{ep}_int4.json
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Pull request overview
Adds Olive recipe bundles for the Qwen3 model family across CPU, CUDA, and WebGPU execution providers, using INT4 quantization (KLD-gradient-based mixed precision for 0.6B–8B and k_quant_mixed for 14B due to memory constraints).
Changes:
- Add per-model CPU/CUDA/WebGPU recipe configs (
*.json) plusinfo.yaml,requirements.txt, and backend READMEs. - Introduce Qwen3 14B recipes using
k_quant_mixedinstead ofkld_gradient. - Rename/standardize some CPU recipe references (e.g., removing
_kld_gradientsuffix for 0.6B/4B).
Reviewed changes
Copilot reviewed 60 out of 62 changed files in this pull request and generated 6 comments.
Show a summary per file
| File | Description |
|---|---|
| Qwen-Qwen3-0.6B/LICENSE | Add model license file. |
| Qwen-Qwen3-0.6B/cpu/info.yaml | Register CPU recipe metadata. |
| Qwen-Qwen3-0.6B/cpu/requirements.txt | Define CPU recipe Python deps. |
| Qwen-Qwen3-0.6B/cpu/README.md | Document CPU recipe usage. |
| Qwen-Qwen3-0.6B/cpu/Qwen-Qwen3-0.6B_cpu_int4.json | Add CPU INT4 recipe config. |
| Qwen-Qwen3-0.6B/cuda/info.yaml | Register CUDA recipe metadata. |
| Qwen-Qwen3-0.6B/cuda/requirements.txt | Define CUDA recipe Python deps. |
| Qwen-Qwen3-0.6B/cuda/README.md | Document CUDA recipe usage. |
| Qwen-Qwen3-0.6B/cuda/Qwen-Qwen3-0.6B_cuda_int4.json | Add CUDA INT4 recipe config. |
| Qwen-Qwen3-0.6B/webgpu/info.yaml | Register WebGPU recipe metadata. |
| Qwen-Qwen3-0.6B/webgpu/requirements.txt | Define WebGPU recipe Python deps. |
| Qwen-Qwen3-0.6B/webgpu/README.md | Document WebGPU recipe usage. |
| Qwen-Qwen3-0.6B/webgpu/Qwen-Qwen3-0.6B_webgpu_int4.json | Add WebGPU INT4 recipe config. |
| Qwen-Qwen3-1.7B/LICENSE | Add model license file. |
| Qwen-Qwen3-1.7B/cpu/info.yaml | Register CPU recipe metadata. |
| Qwen-Qwen3-1.7B/cpu/requirements.txt | Define CPU recipe Python deps. |
| Qwen-Qwen3-1.7B/cpu/README.md | Document CPU recipe usage. |
| Qwen-Qwen3-1.7B/cpu/Qwen-Qwen3-1.7B_cpu_int4.json | Add CPU INT4 recipe config. |
| Qwen-Qwen3-1.7B/cuda/info.yaml | Register CUDA recipe metadata. |
| Qwen-Qwen3-1.7B/cuda/requirements.txt | Define CUDA recipe Python deps. |
| Qwen-Qwen3-1.7B/cuda/README.md | Document CUDA recipe usage. |
| Qwen-Qwen3-1.7B/cuda/Qwen-Qwen3-1.7B_cuda_int4.json | Add CUDA INT4 recipe config. |
| Qwen-Qwen3-1.7B/webgpu/info.yaml | Register WebGPU recipe metadata. |
| Qwen-Qwen3-1.7B/webgpu/requirements.txt | Define WebGPU recipe Python deps. |
| Qwen-Qwen3-1.7B/webgpu/README.md | Document WebGPU recipe usage. |
| Qwen-Qwen3-1.7B/webgpu/Qwen-Qwen3-1.7B_webgpu_int4.json | Add WebGPU INT4 recipe config. |
| Qwen-Qwen3-4B/LICENSE | Add model license file. |
| Qwen-Qwen3-4B/cpu/info.yaml | Register CPU recipe metadata (rename/standardize). |
| Qwen-Qwen3-4B/cpu/README.md | Update CPU README to match recipe name/file. |
| Qwen-Qwen3-4B/cpu/Qwen-Qwen3-4B_cpu_int4.json | Add CPU INT4 recipe config. |
| Qwen-Qwen3-4B/webgpu/info.yaml | Register WebGPU recipe metadata. |
| Qwen-Qwen3-4B/webgpu/requirements.txt | Define WebGPU recipe Python deps. |
| Qwen-Qwen3-4B/webgpu/README.md | Document WebGPU recipe usage. |
| Qwen-Qwen3-4B/webgpu/Qwen-Qwen3-4B_webgpu_int4.json | Add WebGPU INT4 recipe config. |
| Qwen-Qwen3-4B/cuda/info.yaml | Register CUDA recipe metadata. |
| Qwen-Qwen3-4B/cuda/requirements.txt | Define CUDA recipe Python deps. |
| Qwen-Qwen3-4B/cuda/README.md | Document CUDA recipe usage. |
| Qwen-Qwen3-4B/cuda/Qwen-Qwen3-4B_cuda_int4.json | Add CUDA INT4 recipe config. |
| Qwen-Qwen3-8B/LICENSE | Add model license file. |
| Qwen-Qwen3-8B/cpu/info.yaml | Register CPU recipe metadata. |
| Qwen-Qwen3-8B/cpu/requirements.txt | Define CPU recipe Python deps. |
| Qwen-Qwen3-8B/cpu/README.md | Document CPU recipe usage. |
| Qwen-Qwen3-8B/cpu/Qwen-Qwen3-8B_cpu_int4.json | Add CPU INT4 recipe config. |
| Qwen-Qwen3-8B/cuda/info.yaml | Register CUDA recipe metadata. |
| Qwen-Qwen3-8B/cuda/requirements.txt | Define CUDA recipe Python deps. |
| Qwen-Qwen3-8B/cuda/README.md | Document CUDA recipe usage. |
| Qwen-Qwen3-8B/cuda/Qwen-Qwen3-8B_cuda_int4.json | Add CUDA INT4 recipe config. |
| Qwen-Qwen3-8B/webgpu/info.yaml | Register WebGPU recipe metadata. |
| Qwen-Qwen3-8B/webgpu/requirements.txt | Define WebGPU recipe Python deps. |
| Qwen-Qwen3-8B/webgpu/README.md | Document WebGPU recipe usage. |
| Qwen-Qwen3-8B/webgpu/Qwen-Qwen3-8B_webgpu_int4.json | Add WebGPU INT4 recipe config. |
| Qwen-Qwen3-14B/LICENSE | Add model license file. |
| Qwen-Qwen3-14B/cpu/info.yaml | Register CPU recipe metadata. |
| Qwen-Qwen3-14B/cpu/requirements.txt | Define CPU recipe Python deps. |
| Qwen-Qwen3-14B/cpu/README.md | Document CPU recipe usage and 14B quantization rationale. |
| Qwen-Qwen3-14B/cpu/Qwen-Qwen3-14B_cpu_int4.json | Add CPU INT4 recipe config (k_quant_mixed). |
| Qwen-Qwen3-14B/cuda/info.yaml | Register CUDA recipe metadata. |
| Qwen-Qwen3-14B/cuda/requirements.txt | Define CUDA recipe Python deps. |
| Qwen-Qwen3-14B/cuda/README.md | Document CUDA recipe usage and 14B quantization rationale. |
| Qwen-Qwen3-14B/cuda/Qwen-Qwen3-14B_cuda_int4.json | Add CUDA INT4 recipe config (k_quant_mixed). |
| Qwen-Qwen3-14B/webgpu/info.yaml | Register WebGPU recipe metadata. |
| Qwen-Qwen3-14B/webgpu/requirements.txt | Define WebGPU recipe Python deps. |
| Qwen-Qwen3-14B/webgpu/README.md | Document WebGPU recipe usage and 14B quantization rationale. |
| Qwen-Qwen3-14B/webgpu/Qwen-Qwen3-14B_webgpu_int4.json | Add WebGPU INT4 recipe config (k_quant_mixed). |
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…TieWordEmbeddings - Add RTN pass with 8-bit quantization for lm_head and embeddings (with overrides) - Add systems section with CPUExecutionProvider to all CPU configs - Add TieWordEmbeddings graph surgery for 0.6B, 1.7B, 4B (tie_word_embeddings=true) - Update group_size to 128 for CPU/CUDA, 32 for WebGPU - Update all READMEs with accurate pipeline descriptions - Address PR microsoft#259 review comments
Closed
shaahji
approved these changes
Mar 19, 2026
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This PR is to add recipes for Qwen3 family. 0.6B, 1.7B, 4B, 8B and 14B for CPU, CUDA, and WebGPU.