albert
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- .gitattributes +1 -0
- README.md +55 -0
- all_results.json +26 -0
- checkpoint-1000/config.json +33 -0
- checkpoint-1000/model.safetensors +3 -0
- checkpoint-1000/optimizer.pt +3 -0
- checkpoint-1000/rng_state.pth +3 -0
- checkpoint-1000/scheduler.pt +3 -0
- checkpoint-1000/special_tokens_map.json +15 -0
- checkpoint-1000/tokenizer.json +0 -0
- checkpoint-1000/tokenizer_config.json +57 -0
- checkpoint-1000/trainer_state.json +47 -0
- checkpoint-1000/training_args.bin +3 -0
- checkpoint-2000/config.json +33 -0
- checkpoint-2000/model.safetensors +3 -0
- checkpoint-2000/optimizer.pt +3 -0
- checkpoint-2000/rng_state.pth +3 -0
- checkpoint-2000/scheduler.pt +3 -0
- checkpoint-2000/special_tokens_map.json +15 -0
- checkpoint-2000/tokenizer.json +0 -0
- checkpoint-2000/tokenizer_config.json +57 -0
- checkpoint-2000/trainer_state.json +61 -0
- checkpoint-2000/training_args.bin +3 -0
- checkpoint-3000/config.json +33 -0
- checkpoint-3000/model.safetensors +3 -0
- checkpoint-3000/optimizer.pt +3 -0
- checkpoint-3000/rng_state.pth +3 -0
- checkpoint-3000/scheduler.pt +3 -0
- checkpoint-3000/special_tokens_map.json +15 -0
- checkpoint-3000/tokenizer.json +0 -0
- checkpoint-3000/tokenizer_config.json +57 -0
- checkpoint-3000/trainer_state.json +75 -0
- checkpoint-3000/training_args.bin +3 -0
- checkpoint-4000/config.json +33 -0
- checkpoint-4000/model.safetensors +3 -0
- checkpoint-4000/optimizer.pt +3 -0
- checkpoint-4000/rng_state.pth +3 -0
- checkpoint-4000/scheduler.pt +3 -0
- checkpoint-4000/special_tokens_map.json +15 -0
- checkpoint-4000/tokenizer.json +0 -0
- checkpoint-4000/tokenizer_config.json +57 -0
- checkpoint-4000/trainer_state.json +89 -0
- checkpoint-4000/training_args.bin +3 -0
- checkpoint-4124/config.json +33 -0
- checkpoint-4124/model.safetensors +3 -0
- checkpoint-4124/optimizer.pt +3 -0
- checkpoint-4124/rng_state.pth +3 -0
- checkpoint-4124/scheduler.pt +3 -0
- checkpoint-4124/special_tokens_map.json +15 -0
- checkpoint-4124/tokenizer.json +0 -0
.gitattributes
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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Base_Albert/eval_nbest_predictions.json filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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Base_Albert/eval_nbest_predictions.json filter=lfs diff=lfs merge=lfs -text
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eval_nbest_predictions.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: apache-2.0
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base_model: albert/albert-base-v2
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tags:
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- generated_from_trainer
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datasets:
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- squad_v2
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model-index:
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- name: Base_Albert
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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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# Base_Albert
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This model is a fine-tuned version of [albert/albert-base-v2](https://huggingface.co/albert/albert-base-v2) on the squad_v2 dataset.
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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: 3e-05
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- train_batch_size: 64
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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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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 2.0
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### Training results
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### Framework versions
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- Transformers 4.45.0.dev0
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- Pytorch 2.2.2+cu121
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- Datasets 2.19.2
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- Tokenizers 0.19.1
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all_results.json
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{
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"epoch": 2.0,
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"eval_HasAns_exact": 75.37112010796221,
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"eval_HasAns_f1": 81.67986330801969,
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"eval_HasAns_total": 5928,
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"eval_NoAns_exact": 82.70815811606391,
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"eval_NoAns_f1": 82.70815811606391,
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"eval_NoAns_total": 5945,
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"eval_best_exact": 79.04489177124569,
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"eval_best_exact_thresh": 0.0,
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"eval_best_f1": 82.1947468786271,
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"eval_best_f1_thresh": 0.0,
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"eval_exact": 79.04489177124569,
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"eval_f1": 82.19474687862723,
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"eval_runtime": 79.7911,
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"eval_samples": 12171,
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"eval_samples_per_second": 152.536,
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"eval_steps_per_second": 19.075,
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"eval_total": 11873,
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"total_flos": 4371201741330432.0,
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"train_loss": 0.9245093981116634,
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"train_runtime": 4409.6844,
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"train_samples": 131958,
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"train_samples_per_second": 59.849,
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"train_steps_per_second": 0.935
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}
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checkpoint-1000/config.json
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{
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"_name_or_path": "albert/albert-base-v2",
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"architectures": [
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"AlbertForQuestionAnswering"
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],
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"attention_probs_dropout_prob": 0,
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"embedding_size": 128,
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"gap_size": 0,
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"hidden_act": "gelu_new",
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"hidden_dropout_prob": 0,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"inner_group_num": 1,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "albert",
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"net_structure_type": 0,
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"num_attention_heads": 12,
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"num_hidden_groups": 1,
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"num_hidden_layers": 12,
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"num_memory_blocks": 0,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.45.0.dev0",
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"type_vocab_size": 2,
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"vocab_size": 30000
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}
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checkpoint-1000/model.safetensors
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checkpoint-1000/optimizer.pt
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checkpoint-1000/rng_state.pth
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checkpoint-1000/scheduler.pt
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checkpoint-1000/special_tokens_map.json
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checkpoint-1000/tokenizer.json
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checkpoint-1000/tokenizer_config.json
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checkpoint-1000/trainer_state.json
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}
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],
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"stateful_callbacks": {
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"TrainerControl": {
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},
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}
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checkpoint-1000/training_args.bin
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version https://git-lfs.github.com/spec/v1
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checkpoint-2000/config.json
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checkpoint-3000/tokenizer_config.json
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|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "albert/albert-base-v2",
|
3 |
+
"architectures": [
|
4 |
+
"AlbertForQuestionAnswering"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0,
|
7 |
+
"bos_token_id": 2,
|
8 |
+
"classifier_dropout_prob": 0.1,
|
9 |
+
"down_scale_factor": 1,
|
10 |
+
"embedding_size": 128,
|
11 |
+
"eos_token_id": 3,
|
12 |
+
"gap_size": 0,
|
13 |
+
"hidden_act": "gelu_new",
|
14 |
+
"hidden_dropout_prob": 0,
|
15 |
+
"hidden_size": 768,
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"inner_group_num": 1,
|
18 |
+
"intermediate_size": 3072,
|
19 |
+
"layer_norm_eps": 1e-12,
|
20 |
+
"max_position_embeddings": 512,
|
21 |
+
"model_type": "albert",
|
22 |
+
"net_structure_type": 0,
|
23 |
+
"num_attention_heads": 12,
|
24 |
+
"num_hidden_groups": 1,
|
25 |
+
"num_hidden_layers": 12,
|
26 |
+
"num_memory_blocks": 0,
|
27 |
+
"pad_token_id": 0,
|
28 |
+
"position_embedding_type": "absolute",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.45.0.dev0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"vocab_size": 30000
|
33 |
+
}
|
checkpoint-4124/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:949037f5b37793e09ab2f2f7eeddd0592de75c2aa8f34f3ce8753b1c362c4aee
|
3 |
+
size 44381360
|
checkpoint-4124/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8adf2c81f41b900f880bf12c51aaf821848b0e5b3d83bbc524e51244ff0b0aed
|
3 |
+
size 88777619
|
checkpoint-4124/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:aba0bbd22f1de48c7afcee33d3a889b6e69d5787af2f52b8b3e85ebdaa6e9705
|
3 |
+
size 14244
|
checkpoint-4124/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d9caeddb926499794fec79c386599b77509588bd568b6405745c0bf9f348096b
|
3 |
+
size 1064
|
checkpoint-4124/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "[CLS]",
|
3 |
+
"cls_token": "[CLS]",
|
4 |
+
"eos_token": "[SEP]",
|
5 |
+
"mask_token": {
|
6 |
+
"content": "[MASK]",
|
7 |
+
"lstrip": true,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false
|
11 |
+
},
|
12 |
+
"pad_token": "<pad>",
|
13 |
+
"sep_token": "[SEP]",
|
14 |
+
"unk_token": "<unk>"
|
15 |
+
}
|
checkpoint-4124/tokenizer.json
ADDED
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|
|