Instructions to use liminal-ai/results with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use liminal-ai/results with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="liminal-ai/results")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("liminal-ai/results") model = AutoModelForTokenClassification.from_pretrained("liminal-ai/results", device_map="auto") - Notebooks
- Google Colab
- Kaggle
liminalai/sense-pioneer-large
Browse files- README.md +1 -1
- config.json +1 -1
- model.safetensors +2 -2
- training_args.bin +1 -1
README.md
CHANGED
|
@@ -40,7 +40,7 @@ The following hyperparameters were used during training:
|
|
| 40 |
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 41 |
- lr_scheduler_type: linear
|
| 42 |
- lr_scheduler_warmup_steps: 0.05
|
| 43 |
-
- num_epochs:
|
| 44 |
|
| 45 |
### Training results
|
| 46 |
|
|
|
|
| 40 |
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 41 |
- lr_scheduler_type: linear
|
| 42 |
- lr_scheduler_warmup_steps: 0.05
|
| 43 |
+
- num_epochs: 12
|
| 44 |
|
| 45 |
### Training results
|
| 46 |
|
config.json
CHANGED
|
@@ -156,7 +156,7 @@
|
|
| 156 |
"max_position_embeddings": 514,
|
| 157 |
"model_type": "roberta",
|
| 158 |
"num_attention_heads": 12,
|
| 159 |
-
"num_hidden_layers":
|
| 160 |
"pad_token_id": 1,
|
| 161 |
"tie_word_embeddings": true,
|
| 162 |
"transformers_version": "5.0.0",
|
|
|
|
| 156 |
"max_position_embeddings": 514,
|
| 157 |
"model_type": "roberta",
|
| 158 |
"num_attention_heads": 12,
|
| 159 |
+
"num_hidden_layers": 6,
|
| 160 |
"pad_token_id": 1,
|
| 161 |
"tie_word_embeddings": true,
|
| 162 |
"transformers_version": "5.0.0",
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:442ede8520642de33dd1189e3ab81066f6a400be1edea726644f45726081c3e3
|
| 3 |
+
size 326329628
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5137
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1130b2745dbcb9ad97d7138ef430208c49045f7df6c32dd1fadbb26c5d456a6c
|
| 3 |
size 5137
|