Commit
·
31206be
0
Parent(s):
Upload TinyLlama with my changes
Browse files- .gitattributes +35 -0
- README.md +24 -0
- config.json +26 -0
- generation_config.json +7 -0
- onnx/decoder_model.onnx +3 -0
- onnx/decoder_model_fp16.onnx +3 -0
- onnx/decoder_model_merged.onnx +3 -0
- onnx/decoder_model_merged_quantized.onnx +3 -0
- onnx/decoder_model_quantized.onnx +3 -0
- onnx/decoder_with_past_model.onnx +3 -0
- onnx/decoder_with_past_model_quantized.onnx +3 -0
- onnx/model.onnx +3 -0
- onnx/model_bnb4.onnx +3 -0
- onnx/model_fp16.onnx +3 -0
- onnx/model_int8.onnx +3 -0
- onnx/model_q4.onnx +3 -0
- onnx/model_q4f16.onnx +3 -0
- onnx/model_uint8.onnx +3 -0
- quantize_config.json +107 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +32 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.h5 filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.npy filter=lfs diff=lfs merge=lfs -text
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*.npz filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pickle filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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base_model: Maykeye/TinyLLama-v0
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library_name: transformers.js
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---
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https://huggingface.co/Maykeye/TinyLLama-v0 with ONNX weights to be compatible with Transformers.js.
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## Usage (Transformers.js)
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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:
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```bash
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npm i @huggingface/transformers
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```
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**Example:** Text generation.
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```js
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import { pipeline } from '@huggingface/transformers';
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const generator = await pipeline('text-generation', 'Xenova/TinyLLama-v0');
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const output = await generator('Once upon a time, there was', { max_new_tokens: 10 });
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```
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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`).
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config.json
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{
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"_name_or_path": "Maykeye/TinyLLama-v0",
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"architectures": [
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"LlamaForCausalLM"
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],
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 64,
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"initializer_range": 0.02,
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"intermediate_size": 256,
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"max_position_embeddings": 2048,
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"model_type": "llama",
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"num_attention_heads": 16,
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"num_hidden_layers": 8,
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"num_key_value_heads": 16,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"transformers_version": "4.33.0.dev0",
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"use_cache": true,
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"vocab_size": 32000
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.33.0.dev0"
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}
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onnx/decoder_model.onnx
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version https://git-lfs.github.com/spec/v1
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size 18831545
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onnx/decoder_model_fp16.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/decoder_model_merged.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/decoder_model_merged_quantized.onnx
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onnx/decoder_model_quantized.onnx
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onnx/decoder_with_past_model.onnx
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onnx/decoder_with_past_model_quantized.onnx
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onnx/model.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/model_bnb4.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/model_fp16.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/model_int8.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/model_q4.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/model_q4f16.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/model_uint8.onnx
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version https://git-lfs.github.com/spec/v1
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quantize_config.json
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{
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"per_channel": false,
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"reduce_range": false,
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"per_model_config": {
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"decoder_model": {
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"op_types": [
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"Reshape",
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| 8 |
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"Range",
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| 9 |
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"MatMul",
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| 10 |
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"Slice",
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"Softmax",
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"Squeeze",
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"Neg",
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| 14 |
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"Where",
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"Sqrt",
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"Less",
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"Constant",
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"Transpose",
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| 19 |
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"Gather",
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| 20 |
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"Cast",
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| 21 |
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"Pow",
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| 22 |
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"If",
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| 23 |
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"Sub",
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| 24 |
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"Equal",
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| 25 |
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"Identity",
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| 26 |
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"Expand",
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| 27 |
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"Add",
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| 28 |
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"ConstantOfShape",
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| 29 |
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"Mul",
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| 30 |
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"Div",
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| 31 |
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"Concat",
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| 32 |
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"Unsqueeze",
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| 33 |
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"Shape",
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| 34 |
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"ReduceMean",
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| 35 |
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"Sigmoid"
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| 36 |
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],
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| 37 |
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"weight_type": "QInt8"
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| 38 |
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},
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| 39 |
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"decoder_model_merged": {
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| 40 |
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"op_types": [
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| 41 |
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"Reshape",
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| 42 |
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"Range",
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| 43 |
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"MatMul",
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| 44 |
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"Slice",
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| 45 |
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"Softmax",
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| 46 |
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"Squeeze",
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| 47 |
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"Neg",
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| 48 |
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"Where",
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| 49 |
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"Sqrt",
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| 50 |
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"Less",
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| 51 |
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"Constant",
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| 52 |
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"Transpose",
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| 53 |
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"Gather",
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| 54 |
+
"Cast",
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| 55 |
+
"Pow",
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| 56 |
+
"If",
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| 57 |
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"Sub",
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| 58 |
+
"Equal",
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| 59 |
+
"Identity",
|
| 60 |
+
"Expand",
|
| 61 |
+
"Add",
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| 62 |
+
"ConstantOfShape",
|
| 63 |
+
"Mul",
|
| 64 |
+
"Div",
|
| 65 |
+
"Concat",
|
| 66 |
+
"Unsqueeze",
|
| 67 |
+
"Shape",
|
| 68 |
+
"ReduceMean",
|
| 69 |
+
"Sigmoid"
|
| 70 |
+
],
|
| 71 |
+
"weight_type": "QInt8"
|
| 72 |
+
},
|
| 73 |
+
"decoder_with_past_model": {
|
| 74 |
+
"op_types": [
|
| 75 |
+
"Reshape",
|
| 76 |
+
"Range",
|
| 77 |
+
"MatMul",
|
| 78 |
+
"Slice",
|
| 79 |
+
"Softmax",
|
| 80 |
+
"Squeeze",
|
| 81 |
+
"Neg",
|
| 82 |
+
"Where",
|
| 83 |
+
"Sqrt",
|
| 84 |
+
"Constant",
|
| 85 |
+
"Transpose",
|
| 86 |
+
"Gather",
|
| 87 |
+
"Cast",
|
| 88 |
+
"Pow",
|
| 89 |
+
"If",
|
| 90 |
+
"Sub",
|
| 91 |
+
"Equal",
|
| 92 |
+
"Identity",
|
| 93 |
+
"Expand",
|
| 94 |
+
"Add",
|
| 95 |
+
"ConstantOfShape",
|
| 96 |
+
"Mul",
|
| 97 |
+
"Div",
|
| 98 |
+
"Concat",
|
| 99 |
+
"Unsqueeze",
|
| 100 |
+
"Shape",
|
| 101 |
+
"ReduceMean",
|
| 102 |
+
"Sigmoid"
|
| 103 |
+
],
|
| 104 |
+
"weight_type": "QInt8"
|
| 105 |
+
}
|
| 106 |
+
}
|
| 107 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"unk_token": {
|
| 17 |
+
"content": "<unk>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": true,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
}
|
| 23 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab1b681ec7fc02fed5edd3026687d7a692a918c4dd8e150ca2e3994a6229843b
|
| 3 |
+
size 534194
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"__type": "AddedToken",
|
| 4 |
+
"content": "<s>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": true,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
+
"clean_up_tokenization_spaces": false,
|
| 11 |
+
"eos_token": {
|
| 12 |
+
"__type": "AddedToken",
|
| 13 |
+
"content": "</s>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false
|
| 18 |
+
},
|
| 19 |
+
"model_max_length": 2048,
|
| 20 |
+
"pad_token": null,
|
| 21 |
+
"sp_model_kwargs": {},
|
| 22 |
+
"tokenizer_class": "LlamaTokenizer",
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"__type": "AddedToken",
|
| 25 |
+
"content": "<unk>",
|
| 26 |
+
"lstrip": false,
|
| 27 |
+
"normalized": true,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
},
|
| 31 |
+
"use_default_system_prompt": true
|
| 32 |
+
}
|