Token Classification
Transformers
Safetensors
longformer
Generated from Trainer
Eval Results (legacy)
Instructions to use Theoreticallyhugo/longformer-full_labels with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Theoreticallyhugo/longformer-full_labels with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="Theoreticallyhugo/longformer-full_labels")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("Theoreticallyhugo/longformer-full_labels") model = AutoModelForTokenClassification.from_pretrained("Theoreticallyhugo/longformer-full_labels", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 42
Browse files- meta_data/meta_s42_e50_cvi1.json +1 -1
- model.safetensors +1 -1
meta_data/meta_s42_e50_cvi1.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"B-Claim": {"precision": 0.
|
|
|
|
| 1 |
+
{"B-Claim": {"precision": 0.5993485342019544, "recall": 0.6237288135593221, "f1-score": 0.6112956810631229, "support": 295.0}, "B-MajorClaim": {"precision": 0.7888198757763976, "recall": 0.8141025641025641, "f1-score": 0.8012618296529969, "support": 156.0}, "B-Premise": {"precision": 0.7963446475195822, "recall": 0.8390646492434664, "f1-score": 0.8171466845277964, "support": 727.0}, "I-Claim": {"precision": 0.6216484607745779, "recall": 0.6043929519671736, "f1-score": 0.6128992779341574, "support": 4143.0}, "I-MajorClaim": {"precision": 0.8191489361702128, "recall": 0.8426812585499316, "f1-score": 0.8307484828051247, "support": 2193.0}, "I-Premise": {"precision": 0.8952448769681146, "recall": 0.9006606702220807, "f1-score": 0.8979446075708277, "support": 12563.0}, "O": {"precision": 0.9275247524752476, "recall": 0.9202357563850687, "f1-score": 0.9238658777120317, "support": 10180.0}, "accuracy": 0.8578510757841161, "macro avg": {"precision": 0.7782971548408696, "recall": 0.7921238091470867, "f1-score": 0.7850232058951511, "support": 30257.0}, "weighted avg": {"precision": 0.8573174087489251, "recall": 0.8578510757841161, "f1-score": 0.8575305080571385, "support": 30257.0}}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 592330980
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aa7958a531617b09c69fdcb5dc62a99ff0fcac58794560a472724e4f37147e61
|
| 3 |
size 592330980
|