Add/update the quantized ONNX model files and README.md for Transformers.js v3
Browse files## Applied Quantizations
### ❌ Based on `vision_model.onnx` *with* slimming
```
None
```
↳ ❌ `q4f16`: `vision_model_q4f16.onnx` (added but JS-based E2E test failed)
```
dtype not specified for "model". Using the default dtype (fp32) for this device (cpu).
file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853
throw Error(`\`local_files_only=true\` or \`env.allowRemoteModels=false\` and file was not found locally at "${localPath}".`);
^
Error: `local_files_only=true` or `env.allowRemoteModels=false` and file was not found locally at "/tmp/tmpcxfo4x1a/757d59c9c6870a76a4b0306f05f5061bca15c39f/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7149:73
at async Promise.all (index 0)
at async constructSessions (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7147:31)
at async Promise.all (index 0)
at async CLIPModel.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:8063:20)
at async AutoModel.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:14326:20)
at async Promise.all (index 1)
at async loadItems (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:23881:5)
Node.js v22.16.0
```
### ❌ Based on `vision_model.onnx` *with* slimming
```
None
```
↳ ❌ `q4f16`: `vision_model_q4f16.onnx` (added but JS-based E2E test failed)
```
dtype not specified for "model". Using the default dtype (fp32) for this device (cpu).
file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853
throw Error(`\`local_files_only=true\` or \`env.allowRemoteModels=false\` and file was not found locally at "${localPath}".`);
^
Error: `local_files_only=true` or `env.allowRemoteModels=false` and file was not found locally at "/tmp/tmpcxfo4x1a/757d59c9c6870a76a4b0306f05f5061bca15c39f/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7149:73
at async Promise.all (index 0)
at async constructSessions (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7147:31)
at async Promise.all (index 0)
at async CLIPModel.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:8063:20)
at async AutoModel.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:14326:20)
at async Promise.all (index 1)
at async loadItems (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:23881:5)
Node.js v22.16.0
```
### ❌ Based on `text_model.onnx` *with* slimming
```
None
```
↳ ❌ `q4f16`: `text_model_q4f16.onnx` (added but JS-based E2E test failed)
```
dtype not specified for "model". Using the default dtype (fp32) for this device (cpu).
file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853
throw Error(`\`local_files_only=true\` or \`env.allowRemoteModels=false\` and file was not found locally at "${localPath}".`);
^
Error: `local_files_only=true` or `env.allowRemoteModels=false` and file was not found locally at "/tmp/tmpt3jt480i/757d59c9c6870a76a4b0306f05f5061bca15c39f/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7149:73
at async Promise.all (index 0)
at async constructSessions (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7147:31)
at async Promise.all (index 0)
at async CLIPModel.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:8063:20)
at async AutoModel.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:14326:20)
at async Promise.all (index 1)
at async loadItems (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:23881:5)
Node.js v22.16.0
```
### ❌ Based on `text_model.onnx` *with* slimming
```
None
```
↳ ❌ `q4f16`: `text_model_q4f16.onnx` (added but JS-based E2E test failed)
```
dtype not specified for "model". Using the default dtype (fp32) for this device (cpu).
file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853
throw Error(`\`local_files_only=true\` or \`env.allowRemoteModels=false\` and file was not found locally at "${localPath}".`);
^
Error: `local_files_only=true` or `env.allowRemoteModels=false` and file was not found locally at "/tmp/tmpt3jt480i/757d59c9c6870a76a4b0306f05f5061bca15c39f/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7149:73
at async Promise.all (index 0)
at async constructSessions (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7147:31)
at async Promise.all (index 0)
at async CLIPModel.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:8063:20)
at async AutoModel.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:14326:20)
at async Promise.all (index 1)
at async loadItems (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@huggingface+transformers@3.5.2/node_modules/@huggingface/transformers/dist/transformers.node.mjs:23881:5)
Node.js v22.16.0
```
|
@@ -61,4 +61,4 @@ const probabilities = normalized_image_embeds.map(
|
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x => softmax(normalized_text_embeds.map(y => 100 * dot(x, y)))
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);
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console.log(probabilities); // [[ 0.9989384093386391, 0.001060433633052551, 0.000001157028308360134 ]]
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-
```
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x => softmax(normalized_text_embeds.map(y => 100 * dot(x, y)))
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);
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console.log(probabilities); // [[ 0.9989384093386391, 0.001060433633052551, 0.000001157028308360134 ]]
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+
```
|