Add/update the quantized ONNX model files and README.md for Transformers.js v3

## Applied Quantizations

### ❌ Based on `decoder_model.onnx` *with* slimming

```
None
```
↳ ❌ `int8`: `decoder_model_int8.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/@[email protected]/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/tmp3en8duq4/ea0a691a6a92b45dd721a1788a7cf26e07590a7c/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7147:31)
at async Promise.all (index 0)
at async LlamaForCausalLM.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7946:20)
at async AutoModelForCausalLM.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:23881:5)

Node.js v22.16.0
```
↳ ❌ `uint8`: `decoder_model_uint8.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/@[email protected]/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/tmp3en8duq4/ea0a691a6a92b45dd721a1788a7cf26e07590a7c/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7147:31)
at async Promise.all (index 0)
at async LlamaForCausalLM.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7946:20)
at async AutoModelForCausalLM.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:23881:5)

Node.js v22.16.0
```
↳ ❌ `q4`: `decoder_model_q4.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/@[email protected]/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/tmp3en8duq4/ea0a691a6a92b45dd721a1788a7cf26e07590a7c/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7147:31)
at async Promise.all (index 0)
at async LlamaForCausalLM.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7946:20)
at async AutoModelForCausalLM.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:23881:5)

Node.js v22.16.0
```
↳ ❌ `q4f16`: `decoder_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/@[email protected]/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/tmp3en8duq4/ea0a691a6a92b45dd721a1788a7cf26e07590a7c/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7147:31)
at async Promise.all (index 0)
at async LlamaForCausalLM.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7946:20)
at async AutoModelForCausalLM.from_pretrained (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:23881:5)

Node.js v22.16.0
```
↳ ❌ `bnb4`: `decoder_model_bnb4.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/@[email protected]/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/tmp3en8duq4/ea0a691a6a92b45dd721a1788a7cf26e07590a7c/onnx/model.onnx".
at getModelFile (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:30853:27)
at async getSession (file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/node_modules/@huggingface/transformers/dist/transformers.node.mjs:7132:28)
at async file:///home/ubuntu/src/tjsmigration/node_modules/.pnpm/@[email protected]/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/@[email protected]/node_modules/@huggingface/tran

README.md

@@ -5,4 +5,20 @@ library_name: transformers.js
 
 https://huggingface.co/RajuKandasamy/tamillama_tiny_30m with ONNX weights to be compatible with Transformers.js.
 
+## Usage (Transformers.js)
+
+If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@huggingface/transformers) using:
+```bash
+npm i @huggingface/transformers
+```
+
+**Example:** Text generation.
+
+```js
+import { pipeline } from '@huggingface/transformers';
+
+const generator = await pipeline('text-generation', 'Xenova/tamillama_tiny_30m');
+const output = await generator('Once upon a time, there was', { max_new_tokens: 10 });
+```
+
 Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using [🤗 Optimum](https://huggingface.co/docs/optimum/index) and structuring your repo like this one (with ONNX weights located in a subfolder named `onnx`).

onnx/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efd8b4ce2984ab0513d0b45387af4495b7ab1847fdc3c0c1a49a6b28d0f3e08c
+size 123158321

onnx/model_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8188bfd9176eda3cd858e5207f0ce120d54f91c197ece32197470daa49b38be8
+size 46568085

onnx/model_fp16.onnx

@@ -0,0 +1,3 @@
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+oid sha256:92029241db95d9a2ae49c02362ad9c8aa7154a2e7e70a0c6b85dfdb17878e54f
+size 61571089

onnx/model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5cfbec2ec88dccccd036336d2e6bd2c62fd6d93af2bb07c3c0e1eeda9891a21
+size 31845900

onnx/model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2582231021aca886421b10a90bff50c233fb77a06f4afa7ff0fd201472149aa
+size 47979892

onnx/model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b1b45a5161e547f1010f12473b23481088ce0ad47480341bc3a9cfcb18ab774
+size 29945795

onnx/model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:237835a1ba66cc3cae84e49c6b1ff26ca4c1bb9ce2d018d6425b7a23472c9009
+size 31845960