Instructions to use sms1097/retrieval_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use sms1097/retrieval_model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="sms1097/retrieval_model")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("sms1097/retrieval_model") model = AutoModelForSequenceClassification.from_pretrained("sms1097/retrieval_model", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- model.safetensors +1 -1
- run-3/checkpoint-26709/config.json +25 -0
- run-3/checkpoint-26709/model.safetensors +3 -0
- run-3/checkpoint-26709/optimizer.pt +3 -0
- run-3/checkpoint-26709/rng_state.pth +3 -0
- run-3/checkpoint-26709/scheduler.pt +3 -0
- run-3/checkpoint-26709/special_tokens_map.json +7 -0
- run-3/checkpoint-26709/tokenizer.json +0 -0
- run-3/checkpoint-26709/tokenizer_config.json +55 -0
- run-3/checkpoint-26709/trainer_state.json +371 -0
- run-3/checkpoint-26709/training_args.bin +3 -0
- run-3/checkpoint-26709/vocab.txt +0 -0
- run-3/checkpoint-35612/config.json +25 -0
- run-3/checkpoint-35612/model.safetensors +3 -0
- run-3/checkpoint-35612/optimizer.pt +3 -0
- run-3/checkpoint-35612/rng_state.pth +3 -0
- run-3/checkpoint-35612/scheduler.pt +3 -0
- run-3/checkpoint-35612/special_tokens_map.json +7 -0
- run-3/checkpoint-35612/tokenizer.json +0 -0
- run-3/checkpoint-35612/tokenizer_config.json +55 -0
- run-3/checkpoint-35612/trainer_state.json +488 -0
- run-3/checkpoint-35612/training_args.bin +3 -0
- run-3/checkpoint-35612/vocab.txt +0 -0
- training_args.bin +1 -1
model.safetensors
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 267832560
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version https://git-lfs.github.com/spec/v1
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oid sha256:369a9c12ed6162f9841ee96b21a47cdaa5921b66d8e72eb6a26c01451caf4359
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size 267832560
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run-3/checkpoint-26709/config.json
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{
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"_name_or_path": "distilbert-base-uncased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"initializer_range": 0.02,
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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| 23 |
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"transformers_version": "4.37.2",
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| 24 |
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"vocab_size": 30522
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}
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run-3/checkpoint-26709/model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:6bd56a52ddc8288639d76850224052d388cd6562d4045a616ba7cca4d4420dba
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size 267832560
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run-3/checkpoint-26709/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ed899d9bf64e4342f003b2f909d66e21d6ee7df498c4c74b2d92a46618fa700f
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size 535727290
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run-3/checkpoint-26709/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:60d703d8013ce7d7c6fc62c02706a8487e57106bd3cfc1f1098eacd5381ba54f
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size 14244
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run-3/checkpoint-26709/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f8083b435983514b7c215e202ee3d4b3b5cbb547b9c8ff1822cb186b046625eb
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size 1064
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run-3/checkpoint-26709/special_tokens_map.json
ADDED
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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run-3/checkpoint-26709/tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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run-3/checkpoint-26709/tokenizer_config.json
ADDED
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@@ -0,0 +1,55 @@
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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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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"rstrip": false,
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| 8 |
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"single_word": false,
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| 9 |
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"special": true
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| 10 |
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},
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"100": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"101": {
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"content": "[CLS]",
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+
"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"102": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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| 31 |
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"rstrip": false,
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"single_word": false,
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| 33 |
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"special": true
|
| 34 |
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},
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| 35 |
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"103": {
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| 36 |
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"content": "[MASK]",
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| 37 |
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"lstrip": false,
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| 38 |
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"normalized": false,
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| 39 |
+
"rstrip": false,
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| 40 |
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"single_word": false,
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| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
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| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
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| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-3/checkpoint-26709/trainer_state.json
ADDED
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@@ -0,0 +1,371 @@
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|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8519724936663048,
|
| 3 |
+
"best_model_checkpoint": "retrieval_model/run-3/checkpoint-26709",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 26709,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.06,
|
| 13 |
+
"learning_rate": 3.4704519236458057e-06,
|
| 14 |
+
"loss": 0.4686,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.11,
|
| 19 |
+
"learning_rate": 3.4210321821949366e-06,
|
| 20 |
+
"loss": 0.3929,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
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run-3/checkpoint-35612/optimizer.pt
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run-3/checkpoint-35612/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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run-3/checkpoint-35612/scheduler.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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size 1064
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run-3/checkpoint-35612/special_tokens_map.json
ADDED
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run-3/checkpoint-35612/tokenizer.json
ADDED
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run-3/checkpoint-35612/tokenizer_config.json
ADDED
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@@ -0,0 +1,55 @@
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| 34 |
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| 55 |
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run-3/checkpoint-35612/trainer_state.json
ADDED
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@@ -0,0 +1,488 @@
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"num_train_epochs": 4,
|
| 478 |
+
"save_steps": 500,
|
| 479 |
+
"total_flos": 1.5744961941257604e+16,
|
| 480 |
+
"train_batch_size": 8,
|
| 481 |
+
"trial_name": null,
|
| 482 |
+
"trial_params": {
|
| 483 |
+
"learning_rate": 3.5198716650966744e-06,
|
| 484 |
+
"num_train_epochs": 4,
|
| 485 |
+
"per_device_train_batch_size": 8,
|
| 486 |
+
"seed": 35
|
| 487 |
+
}
|
| 488 |
+
}
|
run-3/checkpoint-35612/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:b03d5f520310321e5fcebd5cc86c2f3104bcd99312aa4df858df6b5d1cd412b2
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| 3 |
+
size 4664
|
run-3/checkpoint-35612/vocab.txt
ADDED
|
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|
|
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:
|
| 3 |
size 4664
|
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|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:38803918182cee9f58463331c538b1704c52fb48b49366dff7f35059b08fbf3e
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| 3 |
size 4664
|