Not able to load local classification onnx model

[purezhanghan]

Was trying to follow the instruction of this page to load local custom model, but failed to find local path https://huggingface.co/docs/transformers.js/custom_usage

the code snippet ` import { env, AutoTokenizer, AutoModelForSequenceClassification } from '@xenova/transformers';

env.useFS = true; env.localModelPath = '/path/to/local/file' env.allowRemoteModels = false;

let tokenizer = await AutoTokenizer.from_pretrained('tinybert'); let model = await AutoModelForSequenceClassification.from_pretrained('tinybert');

let inputs = await tokenizer('I love transformers!'); let { logits } = await model(inputs); ` here is the file structure: models └── tinybert ├── config.json ├── onnx │ ├── model.onnx │ └── model_quantized.onnx ├── ort_config.json ├── special_tokens_map.json ├── tokenizer.json ├── tokenizer_config.json └── vocab.txt

error: (node:36959) ExperimentalWarning: stream/web is an experimental feature. This feature could change at any time (Use node --trace-warnings ... to show where the warning was created) Unable to load from local path "/Users/hzhang14/pete/2023_H1_spam/models/tinybert/tokenizer.json": "ReferenceError: Headers is not defined" Unable to load from local path "/Users/hzhang14/pete/2023_H1_spam/models/tinybert/tokenizer_config.json": "ReferenceError: Headers is not defined" file:///Users/hzhang14/pete/2023_H1_spam/node_modules/@xenova/transformers/src/utils/hub.js:462 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 "/Users/hzhang14/pete/2023_H1_spam/models/tinybert/tokenizer.json". at getModelFile (file:///Users/hzhang14/pete/2023_H1_spam/node_modules/@xenova/transformers/src/utils/hub.js:462:27) at async getModelJSON (file:///Users/hzhang14/pete/2023_H1_spam/node_modules/@xenova/transformers/src/utils/hub.js:575:18) at async Promise.all (index 0) at async loadTokenizer (file:///Users/hzhang14/pete/2023_H1_spam/node_modules/@xenova/transformers/src/tokenizers.js:52:16) at async Function.from_pretrained (file:///Users/hzhang14/pete/2023_H1_spam/node_modules/@xenova/transformers/src/tokenizers.js:3890:48) at async file:///Users/hzhang14/pete/2023_H1_spam/js/test.mjs:9:17

[xenova]

From your logs (Headers is not defined), it would appear as though you are using Node 16 or older, which reached EOL earlier this year. Please upgrade to a more up-to-date version (at least 18).

[purezhanghan]

From your logs (Headers is not defined), it would appear as though you are using Node 16 or older, which reached EOL earlier this year. Please upgrade to a more up-to-date version (at least 18).

It's working! Upgraded from 16.5 to 20.10, thanks for the help.