Aayan Rizvi commited on
Commit ·
fce3976
1
Parent(s): 33eea93
add model
Browse files- .gitignore +1 -0
- README.md +63 -0
- config.json +45 -0
- pytorch_model.bin +3 -0
- runs/Nov20_17-08-40_Aayans-Mac-mini.hsd1.ca.comcast.net/1637456924.30055/events.out.tfevents.1637456924.Aayans-Mac-mini.hsd1.ca.comcast.net.50027.1 +3 -0
- runs/Nov20_17-08-40_Aayans-Mac-mini.hsd1.ca.comcast.net/events.out.tfevents.1637456924.Aayans-Mac-mini.hsd1.ca.comcast.net.50027.0 +3 -0
- training_args.bin +3 -0
.gitignore
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
checkpoint-*/
|
README.md
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
tags:
|
| 4 |
+
- generated_from_trainer
|
| 5 |
+
datasets:
|
| 6 |
+
- null
|
| 7 |
+
model-index:
|
| 8 |
+
- name: avengers2
|
| 9 |
+
results:
|
| 10 |
+
- task:
|
| 11 |
+
name: Causal Language Modeling
|
| 12 |
+
type: text-generation
|
| 13 |
+
---
|
| 14 |
+
|
| 15 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 16 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 17 |
+
|
| 18 |
+
# avengers2
|
| 19 |
+
|
| 20 |
+
This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the None dataset.
|
| 21 |
+
It achieves the following results on the evaluation set:
|
| 22 |
+
- Loss: 4.0131
|
| 23 |
+
|
| 24 |
+
## Model description
|
| 25 |
+
|
| 26 |
+
More information needed
|
| 27 |
+
|
| 28 |
+
## Intended uses & limitations
|
| 29 |
+
|
| 30 |
+
More information needed
|
| 31 |
+
|
| 32 |
+
## Training and evaluation data
|
| 33 |
+
|
| 34 |
+
More information needed
|
| 35 |
+
|
| 36 |
+
## Training procedure
|
| 37 |
+
|
| 38 |
+
### Training hyperparameters
|
| 39 |
+
|
| 40 |
+
The following hyperparameters were used during training:
|
| 41 |
+
- learning_rate: 2e-05
|
| 42 |
+
- train_batch_size: 8
|
| 43 |
+
- eval_batch_size: 8
|
| 44 |
+
- seed: 42
|
| 45 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 46 |
+
- lr_scheduler_type: linear
|
| 47 |
+
- num_epochs: 3.0
|
| 48 |
+
|
| 49 |
+
### Training results
|
| 50 |
+
|
| 51 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
| 52 |
+
|:-------------:|:-----:|:----:|:---------------:|
|
| 53 |
+
| No log | 1.0 | 56 | 3.9588 |
|
| 54 |
+
| No log | 2.0 | 112 | 3.9996 |
|
| 55 |
+
| No log | 3.0 | 168 | 4.0131 |
|
| 56 |
+
|
| 57 |
+
|
| 58 |
+
### Framework versions
|
| 59 |
+
|
| 60 |
+
- Transformers 4.10.0
|
| 61 |
+
- Pytorch 1.9.0
|
| 62 |
+
- Datasets 1.2.1
|
| 63 |
+
- Tokenizers 0.10.1
|
config.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "distilgpt2",
|
| 3 |
+
"_num_labels": 1,
|
| 4 |
+
"activation_function": "gelu_new",
|
| 5 |
+
"architectures": [
|
| 6 |
+
"GPT2LMHeadModel"
|
| 7 |
+
],
|
| 8 |
+
"attn_pdrop": 0.1,
|
| 9 |
+
"bos_token_id": 50256,
|
| 10 |
+
"embd_pdrop": 0.1,
|
| 11 |
+
"eos_token_id": 50256,
|
| 12 |
+
"gradient_checkpointing": false,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": "LABEL_0"
|
| 15 |
+
},
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"LABEL_0": 0
|
| 19 |
+
},
|
| 20 |
+
"layer_norm_epsilon": 1e-05,
|
| 21 |
+
"model_type": "gpt2",
|
| 22 |
+
"n_ctx": 1024,
|
| 23 |
+
"n_embd": 768,
|
| 24 |
+
"n_head": 12,
|
| 25 |
+
"n_inner": null,
|
| 26 |
+
"n_layer": 6,
|
| 27 |
+
"n_positions": 1024,
|
| 28 |
+
"resid_pdrop": 0.1,
|
| 29 |
+
"scale_attn_weights": true,
|
| 30 |
+
"summary_activation": null,
|
| 31 |
+
"summary_first_dropout": 0.1,
|
| 32 |
+
"summary_proj_to_labels": true,
|
| 33 |
+
"summary_type": "cls_index",
|
| 34 |
+
"summary_use_proj": true,
|
| 35 |
+
"task_specific_params": {
|
| 36 |
+
"text-generation": {
|
| 37 |
+
"do_sample": true,
|
| 38 |
+
"max_length": 50
|
| 39 |
+
}
|
| 40 |
+
},
|
| 41 |
+
"torch_dtype": "float32",
|
| 42 |
+
"transformers_version": "4.10.0",
|
| 43 |
+
"use_cache": true,
|
| 44 |
+
"vocab_size": 50257
|
| 45 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:23e25226199b4b15bd7c76e21e8faa8dfb248a223343fc8659bdc8d4f66648bf
|
| 3 |
+
size 333971677
|
runs/Nov20_17-08-40_Aayans-Mac-mini.hsd1.ca.comcast.net/1637456924.30055/events.out.tfevents.1637456924.Aayans-Mac-mini.hsd1.ca.comcast.net.50027.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:208e797768eee5ad5878c923c4325d16b60f0c8f92b765d5b11aec4b79090e8e
|
| 3 |
+
size 4196
|
runs/Nov20_17-08-40_Aayans-Mac-mini.hsd1.ca.comcast.net/events.out.tfevents.1637456924.Aayans-Mac-mini.hsd1.ca.comcast.net.50027.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b27617ee04dc7dbee6cccd9f64f6475d9d9ed24d4766ef666d1095ef45b92246
|
| 3 |
+
size 4415
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2b2e8eb0b8b65fda254c88d6551cae45309f9aa53406664b29a2c7c8df3e31ef
|
| 3 |
+
size 2671
|