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Browse files- README.md +35 -0
- checkpoint-300/config.json +61 -0
- checkpoint-300/generation_config.json +6 -0
- checkpoint-300/model.safetensors +3 -0
- checkpoint-300/optimizer.pt +3 -0
- checkpoint-300/rng_state.pth +3 -0
- checkpoint-300/scheduler.pt +3 -0
- checkpoint-300/special_tokens_map.json +107 -0
- checkpoint-300/spiece.model +3 -0
- checkpoint-300/tokenizer.json +0 -0
- checkpoint-300/tokenizer_config.json +937 -0
- checkpoint-300/trainer_state.json +480 -0
- checkpoint-300/training_args.bin +3 -0
- config.json +61 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- runs/Mar12_10-17-48_r-tombenj-b2-m4n35elm-67484-h1eon/events.out.tfevents.1710238669.r-tombenj-b2-m4n35elm-67484-h1eon.56.0 +3 -0
- runs/Mar12_10-17-48_r-tombenj-b2-m4n35elm-67484-h1eon/events.out.tfevents.1710238857.r-tombenj-b2-m4n35elm-67484-h1eon.56.1 +3 -0
- special_tokens_map.json +107 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +937 -0
- training_args.bin +3 -0
- training_params.json +38 -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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widget:
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- text: "I love AutoTrain"
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datasets:
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- tuple-1k-t5/autotrain-data
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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: 0.11002114415168762
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rouge1: 14.787
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rouge2: 11.9709
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rougeL: 14.7712
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rougeLsum: 14.7825
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gen_len: 19.0
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runtime: 10.3292
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samples_per_second: 19.363
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steps_per_second: 1.259
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: 3.0
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checkpoint-300/config.json
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{
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"_name_or_path": "google-t5/t5-base",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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| 6 |
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"classifier_dropout": 0.0,
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| 7 |
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"d_ff": 3072,
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| 8 |
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"d_kv": 64,
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| 9 |
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"d_model": 768,
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| 10 |
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"decoder_start_token_id": 0,
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"dense_act_fn": "relu",
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"dropout_rate": 0.1,
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| 13 |
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"eos_token_id": 1,
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"feed_forward_proj": "relu",
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"initializer_factor": 1.0,
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| 16 |
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"is_encoder_decoder": true,
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"is_gated_act": false,
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| 18 |
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"layer_norm_epsilon": 1e-06,
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| 19 |
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"model_type": "t5",
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| 20 |
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"n_positions": 512,
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| 21 |
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"num_decoder_layers": 12,
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| 22 |
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"num_heads": 12,
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| 23 |
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"num_layers": 12,
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| 24 |
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"output_past": true,
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| 25 |
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"pad_token_id": 0,
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| 26 |
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"relative_attention_max_distance": 128,
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| 27 |
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"relative_attention_num_buckets": 32,
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| 28 |
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"task_specific_params": {
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"summarization": {
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"early_stopping": true,
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"length_penalty": 2.0,
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"max_length": 200,
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"min_length": 30,
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| 34 |
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"no_repeat_ngram_size": 3,
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| 35 |
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"num_beams": 4,
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"prefix": "summarize: "
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},
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"translation_en_to_de": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to German: "
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},
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"translation_en_to_fr": {
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| 45 |
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"early_stopping": true,
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| 46 |
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"max_length": 300,
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| 47 |
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"num_beams": 4,
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| 48 |
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"prefix": "translate English to French: "
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| 49 |
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},
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| 50 |
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"translation_en_to_ro": {
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| 51 |
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"early_stopping": true,
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| 52 |
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"max_length": 300,
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| 53 |
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"num_beams": 4,
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| 54 |
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"prefix": "translate English to Romanian: "
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| 55 |
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}
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| 56 |
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},
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| 57 |
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"torch_dtype": "float32",
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| 58 |
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"transformers_version": "4.38.2",
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| 59 |
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"use_cache": false,
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| 60 |
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"vocab_size": 32128
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| 61 |
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}
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checkpoint-300/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": "4.38.2"
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}
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checkpoint-300/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:78cebb08ffb61cc234e2de58b3757824b2f8871d9614b17ad8ef0ff9dc2e15f8
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size 891644712
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checkpoint-300/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6f07af6b4965e23d703fbe8bb62b50bab8137ae93ae62c3d05e13699eef8ac7e
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size 1783444794
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checkpoint-300/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:53b97de1e3643711151c0a10e3cfc73863b558cffb26af6b873e0a374f7df3fd
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size 14244
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checkpoint-300/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e8f78384cade7b7ad9d0c5b810c176be551277c502443d6d36c1fc709564d810
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size 1064
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checkpoint-300/special_tokens_map.json
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{
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"additional_special_tokens": [
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"<extra_id_9>",
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"<extra_id_10>",
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"<extra_id_13>",
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"<extra_id_14>",
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"<extra_id_56>",
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"<extra_id_57>",
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"<extra_id_58>",
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"<extra_id_59>",
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"<extra_id_60>",
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"<extra_id_62>",
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"<extra_id_63>",
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"<extra_id_64>",
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"<extra_id_65>",
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"<extra_id_66>",
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"<extra_id_67>",
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"<extra_id_68>",
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"<extra_id_69>",
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"<extra_id_70>",
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"<extra_id_99>"
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],
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"eos_token": "</s>",
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| 105 |
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"pad_token": "<pad>",
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| 106 |
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"unk_token": "<unk>"
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| 107 |
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}
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checkpoint-300/spiece.model
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oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
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size 791656
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checkpoint-300/tokenizer.json
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checkpoint-300/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>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
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checkpoint-300/trainer_state.json
ADDED
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@@ -0,0 +1,480 @@
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| 3 |
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|
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|
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|
| 17 |
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|
| 18 |
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|
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|
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|
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|
| 22 |
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|
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|
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| 29 |
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|
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|
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|
| 39 |
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|
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|
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|
| 42 |
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|
| 43 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
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|
| 51 |
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|
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|
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|
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|
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|
| 59 |
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generation_config.json
ADDED
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
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ADDED
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| 1 |
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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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 |
+
"32000": {
|
| 28 |
+
"content": "<extra_id_99>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"32001": {
|
| 36 |
+
"content": "<extra_id_98>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"32002": {
|
| 44 |
+
"content": "<extra_id_97>",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
},
|
| 51 |
+
"32003": {
|
| 52 |
+
"content": "<extra_id_96>",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": false,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": true
|
| 58 |
+
},
|
| 59 |
+
"32004": {
|
| 60 |
+
"content": "<extra_id_95>",
|
| 61 |
+
"lstrip": false,
|
| 62 |
+
"normalized": false,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
| 65 |
+
"special": true
|
| 66 |
+
},
|
| 67 |
+
"32005": {
|
| 68 |
+
"content": "<extra_id_94>",
|
| 69 |
+
"lstrip": false,
|
| 70 |
+
"normalized": false,
|
| 71 |
+
"rstrip": false,
|
| 72 |
+
"single_word": false,
|
| 73 |
+
"special": true
|
| 74 |
+
},
|
| 75 |
+
"32006": {
|
| 76 |
+
"content": "<extra_id_93>",
|
| 77 |
+
"lstrip": false,
|
| 78 |
+
"normalized": false,
|
| 79 |
+
"rstrip": false,
|
| 80 |
+
"single_word": false,
|
| 81 |
+
"special": true
|
| 82 |
+
},
|
| 83 |
+
"32007": {
|
| 84 |
+
"content": "<extra_id_92>",
|
| 85 |
+
"lstrip": false,
|
| 86 |
+
"normalized": false,
|
| 87 |
+
"rstrip": false,
|
| 88 |
+
"single_word": false,
|
| 89 |
+
"special": true
|
| 90 |
+
},
|
| 91 |
+
"32008": {
|
| 92 |
+
"content": "<extra_id_91>",
|
| 93 |
+
"lstrip": false,
|
| 94 |
+
"normalized": false,
|
| 95 |
+
"rstrip": false,
|
| 96 |
+
"single_word": false,
|
| 97 |
+
"special": true
|
| 98 |
+
},
|
| 99 |
+
"32009": {
|
| 100 |
+
"content": "<extra_id_90>",
|
| 101 |
+
"lstrip": false,
|
| 102 |
+
"normalized": false,
|
| 103 |
+
"rstrip": false,
|
| 104 |
+
"single_word": false,
|
| 105 |
+
"special": true
|
| 106 |
+
},
|
| 107 |
+
"32010": {
|
| 108 |
+
"content": "<extra_id_89>",
|
| 109 |
+
"lstrip": false,
|
| 110 |
+
"normalized": false,
|
| 111 |
+
"rstrip": false,
|
| 112 |
+
"single_word": false,
|
| 113 |
+
"special": true
|
| 114 |
+
},
|
| 115 |
+
"32011": {
|
| 116 |
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"content": "<extra_id_88>",
|
| 117 |
+
"lstrip": false,
|
| 118 |
+
"normalized": false,
|
| 119 |
+
"rstrip": false,
|
| 120 |
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| 913 |
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| 914 |
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|
| 917 |
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|
| 918 |
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| 919 |
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| 920 |
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|
| 921 |
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|
| 922 |
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|
| 923 |
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|
| 924 |
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|
| 925 |
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|
| 926 |
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|
| 927 |
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|
| 928 |
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|
| 929 |
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|
| 930 |
+
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|
| 931 |
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"eos_token": "</s>",
|
| 932 |
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"extra_ids": 100,
|
| 933 |
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"model_max_length": 512,
|
| 934 |
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"pad_token": "<pad>",
|
| 935 |
+
"tokenizer_class": "T5Tokenizer",
|
| 936 |
+
"unk_token": "<unk>"
|
| 937 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:fc1e55dff02a32caa9d1796cbb2a0c66f722bba0180737b0b045e483a0b43acd
|
| 3 |
+
size 5048
|
training_params.json
ADDED
|
@@ -0,0 +1,38 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "tuple-1k-t5/autotrain-data",
|
| 3 |
+
"model": "google-t5/t5-base",
|
| 4 |
+
"username": "tombenj",
|
| 5 |
+
"seed": 42,
|
| 6 |
+
"train_split": "train",
|
| 7 |
+
"valid_split": "validation",
|
| 8 |
+
"project_name": "tuple-1k-t5",
|
| 9 |
+
"push_to_hub": true,
|
| 10 |
+
"text_column": "autotrain_text",
|
| 11 |
+
"target_column": "autotrain_label",
|
| 12 |
+
"repo_id": "tombenj/tuple-1k-t5",
|
| 13 |
+
"lr": 5e-05,
|
| 14 |
+
"epochs": 3,
|
| 15 |
+
"max_seq_length": 512,
|
| 16 |
+
"max_target_length": 512,
|
| 17 |
+
"batch_size": 8,
|
| 18 |
+
"warmup_ratio": 0.1,
|
| 19 |
+
"gradient_accumulation": 1,
|
| 20 |
+
"optimizer": "adamw_torch",
|
| 21 |
+
"scheduler": "linear",
|
| 22 |
+
"weight_decay": 0.0,
|
| 23 |
+
"max_grad_norm": 1.0,
|
| 24 |
+
"logging_steps": -1,
|
| 25 |
+
"evaluation_strategy": "epoch",
|
| 26 |
+
"auto_find_batch_size": false,
|
| 27 |
+
"mixed_precision": "fp16",
|
| 28 |
+
"save_total_limit": 1,
|
| 29 |
+
"save_strategy": "epoch",
|
| 30 |
+
"peft": false,
|
| 31 |
+
"quantization": null,
|
| 32 |
+
"lora_r": 16,
|
| 33 |
+
"lora_alpha": 32,
|
| 34 |
+
"lora_dropout": 0.05,
|
| 35 |
+
"target_modules": [
|
| 36 |
+
"all-linear"
|
| 37 |
+
]
|
| 38 |
+
}
|