MolecularReality/tinyshakespeare-42m
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: MolecularReality/tinyshakespeare-42m
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-04 21:06:24 +08:00
commit 956602e613
9 changed files with 40219 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

35
.gitattributes vendored Normal file
View File

@@ -0,0 +1,35 @@
*.7z filter=lfs diff=lfs merge=lfs -text
*.arrow filter=lfs diff=lfs merge=lfs -text
*.bin filter=lfs diff=lfs merge=lfs -text
*.bz2 filter=lfs diff=lfs merge=lfs -text
*.ckpt filter=lfs diff=lfs merge=lfs -text
*.ftz filter=lfs diff=lfs merge=lfs -text
*.gz filter=lfs diff=lfs merge=lfs -text
*.h5 filter=lfs diff=lfs merge=lfs -text
*.joblib filter=lfs diff=lfs merge=lfs -text
*.lfs.* filter=lfs diff=lfs merge=lfs -text
*.mlmodel filter=lfs diff=lfs merge=lfs -text
*.model filter=lfs diff=lfs merge=lfs -text
*.msgpack filter=lfs diff=lfs merge=lfs -text
*.npy filter=lfs diff=lfs merge=lfs -text
*.npz filter=lfs diff=lfs merge=lfs -text
*.onnx filter=lfs diff=lfs merge=lfs -text
*.ot filter=lfs diff=lfs merge=lfs -text
*.parquet filter=lfs diff=lfs merge=lfs -text
*.pb filter=lfs diff=lfs merge=lfs -text
*.pickle filter=lfs diff=lfs merge=lfs -text
*.pkl filter=lfs diff=lfs merge=lfs -text
*.pt filter=lfs diff=lfs merge=lfs -text
*.pth filter=lfs diff=lfs merge=lfs -text
*.rar filter=lfs diff=lfs merge=lfs -text
*.safetensors filter=lfs diff=lfs merge=lfs -text
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
*.tar.* filter=lfs diff=lfs merge=lfs -text
*.tar filter=lfs diff=lfs merge=lfs -text
*.tflite filter=lfs diff=lfs merge=lfs -text
*.tgz filter=lfs diff=lfs merge=lfs -text
*.wasm filter=lfs diff=lfs merge=lfs -text
*.xz filter=lfs diff=lfs merge=lfs -text
*.zip filter=lfs diff=lfs merge=lfs -text
*.zst filter=lfs diff=lfs merge=lfs -text
*tfevents* filter=lfs diff=lfs merge=lfs -text

98
README.md Normal file
View File

@@ -0,0 +1,98 @@
---
library_name: transformers
tags:
- generated_from_trainer
datasets:
- tiny_shakespeare
model-index:
- name: tinyshakespeare-42m
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# tinyshakespeare-42m
This model is a fine-tuned version of [](https://huggingface.co/) on the tiny_shakespeare dataset.
It achieves the following results on the evaluation set:
- Loss: 4.8737
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 40
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| No log | 1.0 | 16 | 6.9032 |
| No log | 2.0 | 32 | 5.9671 |
| No log | 3.0 | 48 | 5.7496 |
| 6.6567 | 4.0 | 64 | 5.6037 |
| 6.6567 | 5.0 | 80 | 5.4368 |
| 6.6567 | 6.0 | 96 | 5.2910 |
| 5.4744 | 7.0 | 112 | 5.1749 |
| 5.4744 | 8.0 | 128 | 5.0940 |
| 5.4744 | 9.0 | 144 | 5.0452 |
| 5.0133 | 10.0 | 160 | 5.0255 |
| 5.0133 | 11.0 | 176 | 5.0034 |
| 5.0133 | 12.0 | 192 | 4.9969 |
| 4.756 | 13.0 | 208 | 4.9831 |
| 4.756 | 14.0 | 224 | 4.9877 |
| 4.756 | 15.0 | 240 | 4.9961 |
| 4.5668 | 16.0 | 256 | 5.0005 |
| 4.5668 | 17.0 | 272 | 5.0135 |
| 4.5668 | 18.0 | 288 | 5.0311 |
| 4.3775 | 19.0 | 304 | 5.0535 |
| 4.3775 | 20.0 | 320 | 5.0667 |
| 4.3775 | 21.0 | 336 | 5.0927 |
| 4.1854 | 22.0 | 352 | 5.1175 |
| 4.1854 | 23.0 | 368 | 5.1487 |
| 4.1854 | 24.0 | 384 | 5.1702 |
| 3.9762 | 25.0 | 400 | 5.1887 |
| 3.9762 | 26.0 | 416 | 5.2351 |
| 3.9762 | 27.0 | 432 | 5.2616 |
| 3.9762 | 28.0 | 448 | 5.2936 |
| 3.793 | 29.0 | 464 | 5.3212 |
| 3.793 | 30.0 | 480 | 5.3417 |
| 3.793 | 31.0 | 496 | 5.3652 |
| 3.639 | 32.0 | 512 | 5.3838 |
| 3.639 | 33.0 | 528 | 5.4027 |
| 3.639 | 34.0 | 544 | 5.4140 |
| 3.5439 | 35.0 | 560 | 5.4247 |
| 3.5439 | 36.0 | 576 | 5.4353 |
| 3.5439 | 37.0 | 592 | 5.4410 |
| 3.4797 | 38.0 | 608 | 5.4424 |
| 3.4797 | 39.0 | 624 | 5.4424 |
| 3.4797 | 40.0 | 640 | 5.4422 |
### Framework versions
- Transformers 4.57.1
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.22.1

31
config.json Normal file
View File

@@ -0,0 +1,31 @@
{
"activation_function": "gelu_new",
"architectures": [
"GPT2LMHeadModel"
],
"attn_pdrop": 0.1,
"bos_token_id": 1,
"dtype": "float32",
"embd_pdrop": 0.1,
"eos_token_id": 2,
"initializer_range": 0.02,
"layer_norm_epsilon": 1e-05,
"model_type": "gpt2",
"n_embd": 512,
"n_head": 8,
"n_inner": null,
"n_layer": 8,
"n_positions": 2048,
"reorder_and_upcast_attn": false,
"resid_pdrop": 0.1,
"scale_attn_by_inverse_layer_idx": false,
"scale_attn_weights": true,
"summary_activation": null,
"summary_first_dropout": 0.1,
"summary_proj_to_labels": true,
"summary_type": "cls_index",
"summary_use_proj": true,
"transformers_version": "4.57.1",
"use_cache": true,
"vocab_size": 8192
}

6
generation_config.json Normal file
View File

@@ -0,0 +1,6 @@
{
"_from_model_config": true,
"bos_token_id": 1,
"eos_token_id": 2,
"transformers_version": "4.57.1"
}

3
model.safetensors Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:59a3e45070abd0fd5a9333911f32a1569cd206d8d8d8b561f61de4b16fc77b9b
size 121861864

17
special_tokens_map.json Normal file
View File

@@ -0,0 +1,17 @@
{
"bos_token": {
"content": "<|bos|>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false
},
"eos_token": {
"content": "<|eos|>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false
},
"pad_token": "<|pad|>"
}

39991
tokenizer.json Normal file
View File

File diff suppressed because it is too large Load Diff

35
tokenizer_config.json Normal file
View File

@@ -0,0 +1,35 @@
{
"added_tokens_decoder": {
"0": {
"content": "<|pad|>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false,
"special": true
},
"1": {
"content": "<|bos|>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false,
"special": true
},
"2": {
"content": "<|eos|>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false,
"special": true
}
},
"bos_token": "<|bos|>",
"clean_up_tokenization_spaces": false,
"eos_token": "<|eos|>",
"extra_special_tokens": {},
"model_max_length": 2048,
"pad_token": "<|pad|>",
"tokenizer_class": "PreTrainedTokenizerFast"
}

3
training_args.bin Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:dd64f246c983b528e11e88864e291f7fc72199c8b590f9aa0b4e83360611b357
size 5496