End of training
Browse files- README.md +81 -0
- config.json +32 -0
- generation_config.json +7 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +28 -0
- tokenizer.json +0 -0
- tokenizer_config.json +154 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
ADDED
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
+
license: apache-2.0
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+
base_model: HuggingFaceTB/SmolLM2-135M
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| 5 |
+
tags:
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+
- smol-course
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| 7 |
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- module_1
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| 8 |
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- trl
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| 9 |
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- sft
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| 10 |
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- generated_from_trainer
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| 11 |
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model-index:
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+
- name: SmolLM2-FT-MyDataset
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+
results: []
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| 14 |
+
---
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+
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+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# SmolLM2-FT-MyDataset
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This model is a fine-tuned version of [HuggingFaceTB/SmolLM2-135M](https://huggingface.co/HuggingFaceTB/SmolLM2-135M) on an unknown dataset.
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+
It achieves the following results on the evaluation set:
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- Loss: 1.0215
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+
- lr_scheduler_type: linear
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- training_steps: 1000
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| 49 |
+
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+
### Training results
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| 51 |
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+
| Training Loss | Epoch | Step | Validation Loss |
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| 53 |
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|:-------------:|:------:|:----:|:---------------:|
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| 54 |
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| 1.0715 | 0.0885 | 50 | 1.1590 |
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| 55 |
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| 1.1176 | 0.1770 | 100 | 1.1241 |
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| 56 |
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| 1.0683 | 0.2655 | 150 | 1.0955 |
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| 57 |
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| 1.0537 | 0.3540 | 200 | 1.0797 |
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| 58 |
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| 1.0467 | 0.4425 | 250 | 1.0705 |
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| 59 |
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| 1.0347 | 0.5310 | 300 | 1.0615 |
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| 60 |
+
| 1.0088 | 0.6195 | 350 | 1.0548 |
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| 61 |
+
| 1.0121 | 0.7080 | 400 | 1.0508 |
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| 62 |
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| 1.0266 | 0.7965 | 450 | 1.0426 |
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| 63 |
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| 1.0817 | 0.8850 | 500 | 1.0337 |
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| 64 |
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| 0.9961 | 0.9735 | 550 | 1.0283 |
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| 65 |
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| 0.8062 | 1.0619 | 600 | 1.0331 |
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| 66 |
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| 0.8166 | 1.1504 | 650 | 1.0299 |
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| 67 |
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| 0.7581 | 1.2389 | 700 | 1.0311 |
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| 68 |
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| 0.8606 | 1.3274 | 750 | 1.0285 |
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| 69 |
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| 0.8147 | 1.4159 | 800 | 1.0249 |
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| 70 |
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| 0.781 | 1.5044 | 850 | 1.0253 |
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| 71 |
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| 0.8281 | 1.5929 | 900 | 1.0228 |
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| 72 |
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| 0.8669 | 1.6814 | 950 | 1.0217 |
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| 73 |
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| 0.7959 | 1.7699 | 1000 | 1.0215 |
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| 74 |
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| 75 |
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| 76 |
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### Framework versions
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| 78 |
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- Transformers 4.44.2
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| 79 |
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- Pytorch 2.8.0+cu126
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| 80 |
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- Datasets 4.2.0
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| 81 |
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- Tokenizers 0.19.1
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config.json
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{
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"_name_or_path": "HuggingFaceTB/SmolLM2-135M",
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| 3 |
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"architectures": [
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"LlamaForCausalLM"
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| 5 |
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],
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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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"hidden_act": "silu",
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| 11 |
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"hidden_size": 576,
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| 12 |
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"initializer_range": 0.041666666666666664,
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| 13 |
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"intermediate_size": 1536,
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| 14 |
+
"is_llama_config": true,
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| 15 |
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"max_position_embeddings": 8192,
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| 16 |
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"mlp_bias": false,
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| 17 |
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"model_type": "llama",
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| 18 |
+
"num_attention_heads": 9,
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| 19 |
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"num_hidden_layers": 30,
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| 20 |
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"num_key_value_heads": 3,
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| 21 |
+
"pad_token_id": 2,
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| 22 |
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"pretraining_tp": 1,
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| 23 |
+
"rms_norm_eps": 1e-05,
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| 24 |
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"rope_interleaved": false,
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| 25 |
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"rope_scaling": null,
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| 26 |
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"rope_theta": 100000,
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| 27 |
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"tie_word_embeddings": true,
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| 28 |
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"torch_dtype": "float32",
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| 29 |
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"transformers_version": "4.44.2",
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| 30 |
+
"use_cache": true,
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| 31 |
+
"vocab_size": 49152
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| 32 |
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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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| 3 |
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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": "4.44.2"
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| 7 |
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}
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merges.txt
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See raw diff
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1128eef114a31a2938f12df7dd5cb50f31600147a34a7e75543bffd1a3c95366
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size 538090408
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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,
|
| 7 |
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"rstrip": false,
|
| 8 |
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"single_word": false
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| 9 |
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},
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| 10 |
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{
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| 11 |
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"content": "<|im_end|>",
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| 12 |
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"lstrip": false,
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| 13 |
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"normalized": false,
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| 14 |
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"rstrip": false,
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| 15 |
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"single_word": false
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| 16 |
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}
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| 17 |
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],
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| 18 |
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"bos_token": "<|im_start|>",
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| 19 |
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"eos_token": "<|im_end|>",
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| 20 |
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"pad_token": "<|im_end|>",
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| 21 |
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"unk_token": {
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| 22 |
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"content": "<|endoftext|>",
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| 23 |
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"lstrip": false,
|
| 24 |
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"normalized": false,
|
| 25 |
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"rstrip": false,
|
| 26 |
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"single_word": false
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| 27 |
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}
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| 28 |
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}
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tokenizer.json
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The diff for this file is too large to render.
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tokenizer_config.json
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| 1 |
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{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
+
"content": "<|endoftext|>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "<|im_start|>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "<|im_end|>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<repo_name>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 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 |
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"normalized": false,
|
| 88 |
+
"rstrip": false,
|
| 89 |
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"single_word": false,
|
| 90 |
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"special": true
|
| 91 |
+
},
|
| 92 |
+
"11": {
|
| 93 |
+
"content": "<jupyter_start>",
|
| 94 |
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"lstrip": false,
|
| 95 |
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"normalized": false,
|
| 96 |
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"rstrip": false,
|
| 97 |
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"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 |
+
"model_max_length": 8192,
|
| 150 |
+
"pad_token": "<|im_end|>",
|
| 151 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 152 |
+
"unk_token": "<|endoftext|>",
|
| 153 |
+
"vocab_size": 49152
|
| 154 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b85c405868932e306bb610bff08ded681474c850ac98686cd38381165f0f651
|
| 3 |
+
size 5841
|
vocab.json
ADDED
|
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|
|
|