New model from https://wandb.ai/wandb/huggingtweets/runs/3lz2o03t
Browse files- README.md +8 -8
- config.json +2 -0
- pytorch_model.bin +1 -1
- tokenizer_config.json +1 -1
- training_args.bin +3 -0
README.md
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
---
|
| 2 |
language: en
|
| 3 |
-
thumbnail: https://
|
| 4 |
tags:
|
| 5 |
- huggingtweets
|
| 6 |
widget:
|
|
@@ -51,11 +51,11 @@ The model was trained on [@joebiden's tweets](https://twitter.com/joebiden).
|
|
| 51 |
<tbody style='border-width:0'>
|
| 52 |
<tr style='border-width:0 0 1px 0; border-color: #E2E8F0'>
|
| 53 |
<td style='border-width:0'>Tweets downloaded</td>
|
| 54 |
-
<td style='border-width:0'>
|
| 55 |
</tr>
|
| 56 |
<tr style='border-width:0 0 1px 0; border-color: #E2E8F0'>
|
| 57 |
<td style='border-width:0'>Retweets</td>
|
| 58 |
-
<td style='border-width:0'>
|
| 59 |
</tr>
|
| 60 |
<tr style='border-width:0 0 1px 0; border-color: #E2E8F0'>
|
| 61 |
<td style='border-width:0'>Short tweets</td>
|
|
@@ -63,20 +63,20 @@ The model was trained on [@joebiden's tweets](https://twitter.com/joebiden).
|
|
| 63 |
</tr>
|
| 64 |
<tr style='border-width:0'>
|
| 65 |
<td style='border-width:0'>Tweets kept</td>
|
| 66 |
-
<td style='border-width:0'>
|
| 67 |
</tr>
|
| 68 |
</tbody>
|
| 69 |
</table>
|
| 70 |
|
| 71 |
-
[Explore the data](https://
|
| 72 |
|
| 73 |
## Training procedure
|
| 74 |
|
| 75 |
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @joebiden's tweets.
|
| 76 |
|
| 77 |
-
Hyperparameters and metrics are recorded in the [W&B training run](https://
|
| 78 |
|
| 79 |
-
At the end of training, [the final model](https://
|
| 80 |
|
| 81 |
## Intended uses & limitations
|
| 82 |
|
|
@@ -110,4 +110,4 @@ For more details, visit the project repository.
|
|
| 110 |
|
| 111 |
[](https://github.com/borisdayma/huggingtweets)
|
| 112 |
|
| 113 |
-
<!--- random size file
|
|
|
|
| 1 |
---
|
| 2 |
language: en
|
| 3 |
+
thumbnail: https://github.com/borisdayma/huggingtweets/blob/master/img/logo.png?raw=true
|
| 4 |
tags:
|
| 5 |
- huggingtweets
|
| 6 |
widget:
|
|
|
|
| 51 |
<tbody style='border-width:0'>
|
| 52 |
<tr style='border-width:0 0 1px 0; border-color: #E2E8F0'>
|
| 53 |
<td style='border-width:0'>Tweets downloaded</td>
|
| 54 |
+
<td style='border-width:0'>3238</td>
|
| 55 |
</tr>
|
| 56 |
<tr style='border-width:0 0 1px 0; border-color: #E2E8F0'>
|
| 57 |
<td style='border-width:0'>Retweets</td>
|
| 58 |
+
<td style='border-width:0'>200</td>
|
| 59 |
</tr>
|
| 60 |
<tr style='border-width:0 0 1px 0; border-color: #E2E8F0'>
|
| 61 |
<td style='border-width:0'>Short tweets</td>
|
|
|
|
| 63 |
</tr>
|
| 64 |
<tr style='border-width:0'>
|
| 65 |
<td style='border-width:0'>Tweets kept</td>
|
| 66 |
+
<td style='border-width:0'>2996</td>
|
| 67 |
</tr>
|
| 68 |
</tbody>
|
| 69 |
</table>
|
| 70 |
|
| 71 |
+
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/114nmayc/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
|
| 72 |
|
| 73 |
## Training procedure
|
| 74 |
|
| 75 |
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @joebiden's tweets.
|
| 76 |
|
| 77 |
+
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/3lz2o03t) for full transparency and reproducibility.
|
| 78 |
|
| 79 |
+
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/3lz2o03t/artifacts) is logged and versioned.
|
| 80 |
|
| 81 |
## Intended uses & limitations
|
| 82 |
|
|
|
|
| 110 |
|
| 111 |
[](https://github.com/borisdayma/huggingtweets)
|
| 112 |
|
| 113 |
+
<!--- random size file -->
|
config.json
CHANGED
|
@@ -1,4 +1,5 @@
|
|
| 1 |
{
|
|
|
|
| 2 |
"activation_function": "gelu_new",
|
| 3 |
"architectures": [
|
| 4 |
"GPT2LMHeadModel"
|
|
@@ -7,6 +8,7 @@
|
|
| 7 |
"bos_token_id": 50256,
|
| 8 |
"embd_pdrop": 0.1,
|
| 9 |
"eos_token_id": 50256,
|
|
|
|
| 10 |
"initializer_range": 0.02,
|
| 11 |
"layer_norm_epsilon": 1e-05,
|
| 12 |
"model_type": "gpt2",
|
|
|
|
| 1 |
{
|
| 2 |
+
"_name_or_path": "gpt2",
|
| 3 |
"activation_function": "gelu_new",
|
| 4 |
"architectures": [
|
| 5 |
"GPT2LMHeadModel"
|
|
|
|
| 8 |
"bos_token_id": 50256,
|
| 9 |
"embd_pdrop": 0.1,
|
| 10 |
"eos_token_id": 50256,
|
| 11 |
+
"gradient_checkpointing": false,
|
| 12 |
"initializer_range": 0.02,
|
| 13 |
"layer_norm_epsilon": 1e-05,
|
| 14 |
"model_type": "gpt2",
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 510406559
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8e09ce6222180030abb9797b6fcfe217ce6eddb3c7bce9c36e425c0f9e52d366
|
| 3 |
size 510406559
|
tokenizer_config.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"model_max_length": 1024}
|
|
|
|
| 1 |
+
{"errors": "replace", "unk_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "bos_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "eos_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "add_prefix_space": false, "model_max_length": 1024, "name_or_path": "gpt2"}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7159b724233d1b99f561cda692d34504b217cbea6e526a641eee671e40534d86
|
| 3 |
+
size 1775
|