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Browse files- README.md +34 -0
- checkpoint-495/config.json +35 -0
- checkpoint-495/generation_config.json +7 -0
- checkpoint-495/model.safetensors +3 -0
- checkpoint-495/optimizer.pt +3 -0
- checkpoint-495/rng_state.pth +3 -0
- checkpoint-495/scheduler.pt +3 -0
- checkpoint-495/special_tokens_map.json +132 -0
- checkpoint-495/spiece.model +3 -0
- checkpoint-495/tokenizer.json +0 -0
- checkpoint-495/tokenizer_config.json +947 -0
- checkpoint-495/trainer_state.json +195 -0
- checkpoint-495/training_args.bin +3 -0
- config.json +35 -0
- generation_config.json +7 -0
- model.safetensors +3 -0
- runs/Jul17_21-35-45_r-zisoo-insightsummarizer2-qp13egmy-0771b-a0hgz/events.out.tfevents.1721252149.r-zisoo-insightsummarizer2-qp13egmy-0771b-a0hgz.164.0 +2 -2
- runs/Jul17_21-35-45_r-zisoo-insightsummarizer2-qp13egmy-0771b-a0hgz/events.out.tfevents.1721253419.r-zisoo-insightsummarizer2-qp13egmy-0771b-a0hgz.164.1 +3 -0
- special_tokens_map.json +132 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +947 -0
- training_args.bin +3 -0
- training_params.json +37 -0
README.md
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---
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tags:
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- autotrain
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- text2text-generation
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base_model: KETI-AIR-Downstream/long-ke-t5-base-summarization
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widget:
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- text: "I love AutoTrain"
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---
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# Model Trained Using AutoTrain
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- Problem type: Seq2Seq
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## Validation Metrics
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loss: nan
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rouge1: 29.1474
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rouge2: 9.4486
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rougeL: 28.7519
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rougeLsum: 28.735
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gen_len: 18.9939
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runtime: 54.4894
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samples_per_second: 18.169
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steps_per_second: 1.138
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: 5.0
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checkpoint-495/config.json
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{
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"_name_or_path": "KETI-AIR-Downstream/long-ke-t5-base-summarization",
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"architectures": [
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"LongT5ForConditionalGeneration"
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],
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"d_ff": 2048,
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"d_kv": 64,
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"d_model": 768,
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"decoder_start_token_id": 0,
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"dense_act_fn": "gelu_new",
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"dropout_rate": 0.1,
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"encoder_attention_type": "transient-global",
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"eos_token_id": 1,
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"feed_forward_proj": "gated-gelu",
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"global_block_size": 16,
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"is_gated_act": true,
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"layer_norm_epsilon": 1e-06,
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"local_radius": 127,
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"model_type": "longt5",
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"n_positions": 4096,
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"num_decoder_layers": 12,
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"num_heads": 12,
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"num_layers": 12,
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"output_past": true,
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"pad_token_id": 0,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.42.2",
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"use_cache": false,
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"vocab_size": 64100
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}
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checkpoint-495/generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.42.2",
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"use_cache": false
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}
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checkpoint-495/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:91daf632e0fbe58d5412ff9540f95bab65a75423b096d32a80ea0960966df590
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size 1186822168
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checkpoint-495/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:af785ae43960b960213c14fd4334d6efdfdb0ba5b6daf7a9716d824edb4d1100
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size 1832
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checkpoint-495/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:9fba2f7931a6f2f4bab449cd4dfdd4b5961003c5c10df3e3fdf384a79190522b
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size 14244
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checkpoint-495/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d63c34d420be46c89620f598f59ed0336f83fa393605281d77882cb1a3b89375
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size 1064
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checkpoint-495/special_tokens_map.json
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{
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"additional_special_tokens": [
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"<extra_id_0>",
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"<extra_id_1>",
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"<extra_id_2>",
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"<extra_id_4>",
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"<extra_id_5>",
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"<extra_id_7>",
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"<extra_id_8>",
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"<extra_id_9>",
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"<extra_id_10>",
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"<extra_id_11>",
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"<extra_id_12>",
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"<extra_id_13>",
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"<extra_id_14>",
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"<extra_id_15>",
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"<extra_id_16>",
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"<extra_id_17>",
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"<extra_id_18>",
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"<extra_id_29>",
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"<extra_id_32>",
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"<extra_id_33>",
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"<extra_id_34>",
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"<extra_id_35>",
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"<extra_id_36>",
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"<extra_id_37>",
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"<extra_id_38>",
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"<extra_id_81>",
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"<extra_id_82>",
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"<extra_id_83>",
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"<extra_id_84>",
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"<extra_id_85>",
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"<extra_id_86>",
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"<extra_id_87>",
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"<extra_id_88>",
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"<extra_id_89>",
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"<extra_id_90>",
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"<extra_id_91>",
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"<extra_id_92>",
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"<extra_id_93>",
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"<extra_id_94>",
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"<extra_id_95>",
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"<extra_id_96>",
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"<extra_id_97>",
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"<extra_id_98>",
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"<extra_id_99>"
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],
|
| 104 |
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"bos_token": {
|
| 105 |
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"content": "<s>",
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| 106 |
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"lstrip": false,
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| 107 |
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"normalized": false,
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| 108 |
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"rstrip": false,
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| 109 |
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"single_word": false
|
| 110 |
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},
|
| 111 |
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"eos_token": {
|
| 112 |
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"content": "</s>",
|
| 113 |
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"lstrip": false,
|
| 114 |
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"normalized": false,
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| 115 |
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"rstrip": false,
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| 116 |
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"single_word": false
|
| 117 |
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},
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| 118 |
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"pad_token": {
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| 119 |
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"content": "<pad>",
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| 120 |
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"lstrip": false,
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| 121 |
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"normalized": false,
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| 122 |
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"rstrip": false,
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| 123 |
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"single_word": false
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| 124 |
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},
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| 125 |
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"unk_token": {
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| 126 |
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"content": "<unk>",
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| 127 |
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"lstrip": false,
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| 128 |
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"normalized": false,
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| 129 |
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"rstrip": false,
|
| 130 |
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"single_word": false
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| 131 |
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}
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| 132 |
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}
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checkpoint-495/spiece.model
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oid sha256:8084f94443e97fa1305bf48cf532a7ced0631070f2f570c156bfa1b3c72913dd
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size 1592561
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checkpoint-495/tokenizer.json
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checkpoint-495/tokenizer_config.json
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<pad>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "</s>",
|
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checkpoint-495/trainer_state.json
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|
checkpoint-495/training_args.bin
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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config.json
ADDED
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 19 |
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"layer_norm_epsilon": 1e-06,
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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"use_cache": true,
|
| 34 |
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"vocab_size": 64100
|
| 35 |
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}
|
generation_config.json
ADDED
|
@@ -0,0 +1,7 @@
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| 1 |
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{
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|
| 6 |
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|
| 7 |
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model.safetensors
ADDED
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 1186822168
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special_tokens_map.json
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spiece.model
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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tokenizer_config.json
ADDED
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<pad>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "</s>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "<unk>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<s>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"64000": {
|
| 36 |
+
"content": "<extra_id_99>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"64001": {
|
| 44 |
+
"content": "<extra_id_98>",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
},
|
| 51 |
+
"64002": {
|
| 52 |
+
"content": "<extra_id_97>",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": false,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": true
|
| 58 |
+
},
|
| 59 |
+
"64003": {
|
| 60 |
+
"content": "<extra_id_96>",
|
| 61 |
+
"lstrip": false,
|
| 62 |
+
"normalized": false,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
| 65 |
+
"special": true
|
| 66 |
+
},
|
| 67 |
+
"64004": {
|
| 68 |
+
"content": "<extra_id_95>",
|
| 69 |
+
"lstrip": false,
|
| 70 |
+
"normalized": false,
|
| 71 |
+
"rstrip": false,
|
| 72 |
+
"single_word": false,
|
| 73 |
+
"special": true
|
| 74 |
+
},
|
| 75 |
+
"64005": {
|
| 76 |
+
"content": "<extra_id_94>",
|
| 77 |
+
"lstrip": false,
|
| 78 |
+
"normalized": false,
|
| 79 |
+
"rstrip": false,
|
| 80 |
+
"single_word": false,
|
| 81 |
+
"special": true
|
| 82 |
+
},
|
| 83 |
+
"64006": {
|
| 84 |
+
"content": "<extra_id_93>",
|
| 85 |
+
"lstrip": false,
|
| 86 |
+
"normalized": false,
|
| 87 |
+
"rstrip": false,
|
| 88 |
+
"single_word": false,
|
| 89 |
+
"special": true
|
| 90 |
+
},
|
| 91 |
+
"64007": {
|
| 92 |
+
"content": "<extra_id_92>",
|
| 93 |
+
"lstrip": false,
|
| 94 |
+
"normalized": false,
|
| 95 |
+
"rstrip": false,
|
| 96 |
+
"single_word": false,
|
| 97 |
+
"special": true
|
| 98 |
+
},
|
| 99 |
+
"64008": {
|
| 100 |
+
"content": "<extra_id_91>",
|
| 101 |
+
"lstrip": false,
|
| 102 |
+
"normalized": false,
|
| 103 |
+
"rstrip": false,
|
| 104 |
+
"single_word": false,
|
| 105 |
+
"special": true
|
| 106 |
+
},
|
| 107 |
+
"64009": {
|
| 108 |
+
"content": "<extra_id_90>",
|
| 109 |
+
"lstrip": false,
|
| 110 |
+
"normalized": false,
|
| 111 |
+
"rstrip": false,
|
| 112 |
+
"single_word": false,
|
| 113 |
+
"special": true
|
| 114 |
+
},
|
| 115 |
+
"64010": {
|
| 116 |
+
"content": "<extra_id_89>",
|
| 117 |
+
"lstrip": false,
|
| 118 |
+
"normalized": false,
|
| 119 |
+
"rstrip": false,
|
| 120 |
+
"single_word": false,
|
| 121 |
+
"special": true
|
| 122 |
+
},
|
| 123 |
+
"64011": {
|
| 124 |
+
"content": "<extra_id_88>",
|
| 125 |
+
"lstrip": false,
|
| 126 |
+
"normalized": false,
|
| 127 |
+
"rstrip": false,
|
| 128 |
+
"single_word": false,
|
| 129 |
+
"special": true
|
| 130 |
+
},
|
| 131 |
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|
training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:6a16235ba2e5a14f73b91f99df07361793a7fff100539495c16aef2b53031774
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| 3 |
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size 5304
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training_params.json
ADDED
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@@ -0,0 +1,37 @@
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|
| 1 |
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{
|
| 2 |
+
"data_path": "autotrain-uug06-oi4rk/autotrain-data",
|
| 3 |
+
"model": "KETI-AIR-Downstream/long-ke-t5-base-summarization",
|
| 4 |
+
"username": "Zisoo",
|
| 5 |
+
"seed": 42,
|
| 6 |
+
"train_split": "train",
|
| 7 |
+
"valid_split": "validation",
|
| 8 |
+
"project_name": "autotrain-uug06-oi4rk",
|
| 9 |
+
"push_to_hub": true,
|
| 10 |
+
"text_column": "autotrain_text",
|
| 11 |
+
"target_column": "autotrain_label",
|
| 12 |
+
"lr": 0.001,
|
| 13 |
+
"epochs": 5,
|
| 14 |
+
"max_seq_length": 512,
|
| 15 |
+
"max_target_length": 512,
|
| 16 |
+
"batch_size": 8,
|
| 17 |
+
"warmup_ratio": 0.1,
|
| 18 |
+
"gradient_accumulation": 1,
|
| 19 |
+
"optimizer": "adamw_torch",
|
| 20 |
+
"scheduler": "linear",
|
| 21 |
+
"weight_decay": 0.0,
|
| 22 |
+
"max_grad_norm": 1.0,
|
| 23 |
+
"logging_steps": -1,
|
| 24 |
+
"eval_strategy": "epoch",
|
| 25 |
+
"auto_find_batch_size": false,
|
| 26 |
+
"mixed_precision": "fp16",
|
| 27 |
+
"save_total_limit": 1,
|
| 28 |
+
"peft": false,
|
| 29 |
+
"quantization": "int4",
|
| 30 |
+
"lora_r": 16,
|
| 31 |
+
"lora_alpha": 32,
|
| 32 |
+
"lora_dropout": 0.05,
|
| 33 |
+
"target_modules": "all-linear",
|
| 34 |
+
"log": "tensorboard",
|
| 35 |
+
"early_stopping_patience": 5,
|
| 36 |
+
"early_stopping_threshold": 0.01
|
| 37 |
+
}
|