Commit
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f2a488d
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Parent(s):
8b71017
End of training
Browse files- README.md +76 -0
- config.json +38 -0
- generation_config.json +6 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
README.md
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---
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license: mit
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base_model: microsoft/DialoGPT-large
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tags:
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- generated_from_trainer
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model-index:
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- name: DialoGPT-large-faqs-block-size-400-bs-16-lr-1e-05
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results: []
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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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# DialoGPT-large-faqs-block-size-400-bs-16-lr-1e-05
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This model is a fine-tuned version of [microsoft/DialoGPT-large](https://huggingface.co/microsoft/DialoGPT-large) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.6788
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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: 1e-05
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- train_batch_size: 8
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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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- num_epochs: 20
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 13 | 5.8404 |
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| No log | 2.0 | 26 | 5.0890 |
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| No log | 3.0 | 39 | 4.6086 |
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| No log | 4.0 | 52 | 4.1995 |
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| No log | 5.0 | 65 | 3.8393 |
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| No log | 6.0 | 78 | 3.5620 |
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| No log | 7.0 | 91 | 3.3420 |
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| No log | 8.0 | 104 | 3.1838 |
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| No log | 9.0 | 117 | 3.0612 |
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| No log | 10.0 | 130 | 2.9650 |
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| No log | 11.0 | 143 | 2.8926 |
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| No log | 12.0 | 156 | 2.8375 |
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| No log | 13.0 | 169 | 2.8019 |
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| No log | 14.0 | 182 | 2.7654 |
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| No log | 15.0 | 195 | 2.7348 |
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| No log | 16.0 | 208 | 2.7130 |
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| No log | 17.0 | 221 | 2.6977 |
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| No log | 18.0 | 234 | 2.6874 |
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| No log | 19.0 | 247 | 2.6813 |
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| No log | 20.0 | 260 | 2.6788 |
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### Framework versions
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- Transformers 4.33.0.dev0
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.4.dev0
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- Tokenizers 0.13.3
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config.json
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{
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"_name_or_path": "microsoft/DialoGPT-large",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 1280,
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"n_head": 20,
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"n_inner": null,
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"n_layer": 36,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"conversational": {
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"max_length": 1000
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.33.0.dev0",
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"use_cache": true,
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"vocab_size": 50257
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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": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.33.0.dev0"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b4a2cfc8ff7162eabd719c7e0d4edf6a0d58d836c59fe1c9579b27484830f437
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size 3096262685
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:049bee1dad0bc3db9cc765dc706ffd632bbc21264661626c0f01748758742c47
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size 4091
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