End of training
Browse files- README.md +58 -0
- config.json +33 -0
- generation_config.json +7 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Jan03_15-00-35_Davids-MacBook-Pro.local/events.out.tfevents.1735912836.Davids-MacBook-Pro.local.38035.0 +3 -0
- runs/Jan03_15-06-35_Davids-MacBook-Pro.local/events.out.tfevents.1735913196.Davids-MacBook-Pro.local.38939.0 +3 -0
- runs/Jan03_15-07-36_Davids-MacBook-Pro.local/events.out.tfevents.1735913257.Davids-MacBook-Pro.local.39079.0 +3 -0
- runs/Jan03_15-24-08_Davids-MacBook-Pro.local/events.out.tfevents.1735914250.Davids-MacBook-Pro.local.41301.0 +3 -0
- runs/Jan03_15-25-07_Davids-MacBook-Pro.local/events.out.tfevents.1735914308.Davids-MacBook-Pro.local.41510.0 +3 -0
- runs/Jan03_15-28-09_Davids-MacBook-Pro.local/events.out.tfevents.1735914490.Davids-MacBook-Pro.local.42024.0 +3 -0
- runs/Jan03_15-31-59_Davids-MacBook-Pro.local/events.out.tfevents.1735914720.Davids-MacBook-Pro.local.42510.0 +3 -0
- special_tokens_map.json +28 -0
- tokenizer.json +0 -0
- tokenizer_config.json +155 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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| 1 |
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---
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| 2 |
+
base_model: HuggingFaceTB/SmolLM2-360M
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library_name: transformers
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model_name: SmolLM2-360M-synthetic-concise-reasoning
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| 5 |
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tags:
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| 6 |
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- generated_from_trainer
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| 7 |
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- trl
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| 8 |
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- sft
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| 9 |
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licence: license
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| 10 |
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---
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| 11 |
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| 12 |
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# Model Card for SmolLM2-360M-synthetic-concise-reasoning
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| 13 |
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This model is a fine-tuned version of [HuggingFaceTB/SmolLM2-360M](https://huggingface.co/HuggingFaceTB/SmolLM2-360M).
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| 15 |
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It has been trained using [TRL](https://github.com/huggingface/trl).
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| 16 |
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## Quick start
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```python
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| 20 |
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from transformers import pipeline
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| 21 |
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| 22 |
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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| 23 |
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generator = pipeline("text-generation", model="argilla/SmolLM2-360M-synthetic-concise-reasoning", device="cuda")
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| 24 |
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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| 27 |
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## Training procedure
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This model was trained with SFT.
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### Framework versions
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| 36 |
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|
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- TRL: 0.13.0
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| 38 |
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- Transformers: 4.48.0.dev0
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| 39 |
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- Pytorch: 2.5.0
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| 40 |
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- Datasets: 3.1.0
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| 41 |
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- Tokenizers: 0.21.0
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## Citations
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Cite TRL as:
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| 48 |
+
|
| 49 |
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```bibtex
|
| 50 |
+
@misc{vonwerra2022trl,
|
| 51 |
+
title = {{TRL: Transformer Reinforcement Learning}},
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| 52 |
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author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec},
|
| 53 |
+
year = 2020,
|
| 54 |
+
journal = {GitHub repository},
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| 55 |
+
publisher = {GitHub},
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| 56 |
+
howpublished = {\url{https://github.com/huggingface/trl}}
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| 57 |
+
}
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| 58 |
+
```
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config.json
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{
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| 2 |
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"_name_or_path": "HuggingFaceTB/SmolLM2-360M",
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| 3 |
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"architectures": [
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| 4 |
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"LlamaForCausalLM"
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| 5 |
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],
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| 6 |
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"attention_bias": false,
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| 7 |
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"attention_dropout": 0.0,
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| 8 |
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"bos_token_id": 1,
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| 9 |
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"eos_token_id": 2,
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| 10 |
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"head_dim": 64,
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| 11 |
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"hidden_act": "silu",
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| 12 |
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"hidden_size": 960,
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| 13 |
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"initializer_range": 0.02,
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| 14 |
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"intermediate_size": 2560,
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| 15 |
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"is_llama_config": true,
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| 16 |
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"max_position_embeddings": 8192,
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| 17 |
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"mlp_bias": false,
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| 18 |
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"model_type": "llama",
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| 19 |
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"num_attention_heads": 15,
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| 20 |
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"num_hidden_layers": 32,
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| 21 |
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"num_key_value_heads": 5,
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| 22 |
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"pad_token_id": 2,
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| 23 |
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"pretraining_tp": 1,
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| 24 |
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"rms_norm_eps": 1e-05,
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| 25 |
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"rope_interleaved": false,
|
| 26 |
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"rope_scaling": null,
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| 27 |
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"rope_theta": 100000,
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| 28 |
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"tie_word_embeddings": true,
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| 29 |
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"torch_dtype": "float32",
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| 30 |
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"transformers_version": "4.48.0.dev0",
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| 31 |
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"use_cache": true,
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| 32 |
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"vocab_size": 49152
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| 33 |
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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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| 4 |
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"eos_token_id": 2,
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| 5 |
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"pad_token_id": 2,
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| 6 |
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"transformers_version": "4.48.0.dev0"
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}
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merges.txt
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model.safetensors
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special_tokens_map.json
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{
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| 2 |
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"additional_special_tokens": [
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| 3 |
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{
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| 4 |
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"content": "<|im_start|>",
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| 5 |
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"lstrip": false,
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| 6 |
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"normalized": false,
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| 7 |
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"rstrip": false,
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| 8 |
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"single_word": false
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| 9 |
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},
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{
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"bos_token": "<|im_start|>",
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 27 |
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| 28 |
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tokenizer.json
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tokenizer_config.json
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{
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| 2 |
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"add_prefix_space": false,
|
| 3 |
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"added_tokens_decoder": {
|
| 4 |
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"0": {
|
| 5 |
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"content": "<|endoftext|>",
|
| 6 |
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"lstrip": false,
|
| 7 |
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|
| 8 |
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|
| 9 |
+
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|
| 10 |
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"special": true
|
| 11 |
+
},
|
| 12 |
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"1": {
|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "<|im_end|>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
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"normalized": false,
|
| 24 |
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|
| 25 |
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|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<repo_name>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
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|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"4": {
|
| 37 |
+
"content": "<reponame>",
|
| 38 |
+
"lstrip": false,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"5": {
|
| 45 |
+
"content": "<file_sep>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false,
|
| 50 |
+
"special": true
|
| 51 |
+
},
|
| 52 |
+
"6": {
|
| 53 |
+
"content": "<filename>",
|
| 54 |
+
"lstrip": false,
|
| 55 |
+
"normalized": false,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false,
|
| 58 |
+
"special": true
|
| 59 |
+
},
|
| 60 |
+
"7": {
|
| 61 |
+
"content": "<gh_stars>",
|
| 62 |
+
"lstrip": false,
|
| 63 |
+
"normalized": false,
|
| 64 |
+
"rstrip": false,
|
| 65 |
+
"single_word": false,
|
| 66 |
+
"special": true
|
| 67 |
+
},
|
| 68 |
+
"8": {
|
| 69 |
+
"content": "<issue_start>",
|
| 70 |
+
"lstrip": false,
|
| 71 |
+
"normalized": false,
|
| 72 |
+
"rstrip": false,
|
| 73 |
+
"single_word": false,
|
| 74 |
+
"special": true
|
| 75 |
+
},
|
| 76 |
+
"9": {
|
| 77 |
+
"content": "<issue_comment>",
|
| 78 |
+
"lstrip": false,
|
| 79 |
+
"normalized": false,
|
| 80 |
+
"rstrip": false,
|
| 81 |
+
"single_word": false,
|
| 82 |
+
"special": true
|
| 83 |
+
},
|
| 84 |
+
"10": {
|
| 85 |
+
"content": "<issue_closed>",
|
| 86 |
+
"lstrip": false,
|
| 87 |
+
"normalized": false,
|
| 88 |
+
"rstrip": false,
|
| 89 |
+
"single_word": false,
|
| 90 |
+
"special": true
|
| 91 |
+
},
|
| 92 |
+
"11": {
|
| 93 |
+
"content": "<jupyter_start>",
|
| 94 |
+
"lstrip": false,
|
| 95 |
+
"normalized": false,
|
| 96 |
+
"rstrip": false,
|
| 97 |
+
"single_word": false,
|
| 98 |
+
"special": true
|
| 99 |
+
},
|
| 100 |
+
"12": {
|
| 101 |
+
"content": "<jupyter_text>",
|
| 102 |
+
"lstrip": false,
|
| 103 |
+
"normalized": false,
|
| 104 |
+
"rstrip": false,
|
| 105 |
+
"single_word": false,
|
| 106 |
+
"special": true
|
| 107 |
+
},
|
| 108 |
+
"13": {
|
| 109 |
+
"content": "<jupyter_code>",
|
| 110 |
+
"lstrip": false,
|
| 111 |
+
"normalized": false,
|
| 112 |
+
"rstrip": false,
|
| 113 |
+
"single_word": false,
|
| 114 |
+
"special": true
|
| 115 |
+
},
|
| 116 |
+
"14": {
|
| 117 |
+
"content": "<jupyter_output>",
|
| 118 |
+
"lstrip": false,
|
| 119 |
+
"normalized": false,
|
| 120 |
+
"rstrip": false,
|
| 121 |
+
"single_word": false,
|
| 122 |
+
"special": true
|
| 123 |
+
},
|
| 124 |
+
"15": {
|
| 125 |
+
"content": "<jupyter_script>",
|
| 126 |
+
"lstrip": false,
|
| 127 |
+
"normalized": false,
|
| 128 |
+
"rstrip": false,
|
| 129 |
+
"single_word": false,
|
| 130 |
+
"special": true
|
| 131 |
+
},
|
| 132 |
+
"16": {
|
| 133 |
+
"content": "<empty_output>",
|
| 134 |
+
"lstrip": false,
|
| 135 |
+
"normalized": false,
|
| 136 |
+
"rstrip": false,
|
| 137 |
+
"single_word": false,
|
| 138 |
+
"special": true
|
| 139 |
+
}
|
| 140 |
+
},
|
| 141 |
+
"additional_special_tokens": [
|
| 142 |
+
"<|im_start|>",
|
| 143 |
+
"<|im_end|>"
|
| 144 |
+
],
|
| 145 |
+
"bos_token": "<|im_start|>",
|
| 146 |
+
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 147 |
+
"clean_up_tokenization_spaces": false,
|
| 148 |
+
"eos_token": "<|im_end|>",
|
| 149 |
+
"extra_special_tokens": {},
|
| 150 |
+
"model_max_length": 8192,
|
| 151 |
+
"pad_token": "<|im_end|>",
|
| 152 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 153 |
+
"unk_token": "<|endoftext|>",
|
| 154 |
+
"vocab_size": 49152
|
| 155 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dfbbfbf9d027bfdc8dbddaf30bda8e7a17f8d2cb3a52604cddffae18e6494a0f
|
| 3 |
+
size 5624
|
vocab.json
ADDED
|
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|
|
|