Hugging Face's logo

roymgabriel
/
BioPharma

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
text-embeddings-inference
Model card Files
xet
Metrics Community
roymgabriel commited on
Commit
8992e06
·
1 Parent(s): c66d8ad

End of training

Browse files
Files changed (7) hide show
  1. README.md +4 -4
  2. model.safetensors +1 -1
  3. runs/Nov29_06-47-32_deaaef5c326c/events.out.tfevents.1701240478.deaaef5c326c.201.4 +3 -0
  4. runs/Nov29_06-48-22_deaaef5c326c/events.out.tfevents.1701240507.deaaef5c326c.201.5 +3 -0
  5. runs/Nov29_06-48-39_deaaef5c326c/events.out.tfevents.1701240523.deaaef5c326c.201.6 +3 -0
  6. runs/Nov29_06-48-39_deaaef5c326c/events.out.tfevents.1701244181.deaaef5c326c.201.7 +3 -0
  7. training_args.bin +1 -1
README.md CHANGED
@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
16
 
17
  This model is a fine-tuned version of [dmis-lab/TinySapBERT-from-TinyPubMedBERT-v1.0](https://huggingface.co/dmis-lab/TinySapBERT-from-TinyPubMedBERT-v1.0) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
- - Loss: 0.4649
20
- - F1: 0.8312
21
 
22
  ## Model description
23
 
@@ -37,12 +37,12 @@ More information needed
37
 
38
  The following hyperparameters were used during training:
39
  - learning_rate: 1e-06
40
- - train_batch_size: 4
41
  - eval_batch_size: 8
42
  - seed: 42
43
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
  - lr_scheduler_type: linear
45
- - num_epochs: 100
46
 
47
  ### Training results
48
 
 
16
 
17
  This model is a fine-tuned version of [dmis-lab/TinySapBERT-from-TinyPubMedBERT-v1.0](https://huggingface.co/dmis-lab/TinySapBERT-from-TinyPubMedBERT-v1.0) on an unknown dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 0.4073
20
+ - F1: 0.8642
21
 
22
  ## Model description
23
 
 
37
 
38
  The following hyperparameters were used during training:
39
  - learning_rate: 1e-06
40
+ - train_batch_size: 64
41
  - eval_batch_size: 8
42
  - seed: 42
43
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
44
  - lr_scheduler_type: linear
45
+ - num_epochs: 1000
46
 
47
  ### Training results
48
 
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:83d76ca1ab9296cff572cfe0f952afeae66e858ad9b9016f4d1ad6139c7f31fb
3
  size 57413060
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3bcae4b7597b436d1a2191734a7e8852b6bd41283b920d926f607a0abaff6bfb
3
  size 57413060
runs/Nov29_06-47-32_deaaef5c326c/events.out.tfevents.1701240478.deaaef5c326c.201.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:72c92fe30ee7ac89aaeaf6c37c4f90759d055daf2c7c336bbfb49c0eb4b3ae97
3
+ size 4497
runs/Nov29_06-48-22_deaaef5c326c/events.out.tfevents.1701240507.deaaef5c326c.201.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:04842576b8dac76cdf0f4e4f7139467e328e535b5ad66f368c1690d275623746
3
+ size 4496
runs/Nov29_06-48-39_deaaef5c326c/events.out.tfevents.1701240523.deaaef5c326c.201.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:87e05e83f32a57dce1b684cd115f792536931a6c83c093e2c7d5cdd8cff25894
3
+ size 6420
runs/Nov29_06-48-39_deaaef5c326c/events.out.tfevents.1701244181.deaaef5c326c.201.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dcc9915014927cd10e3ea92a16c4d906a7589f2add7237199e261a205ac63983
3
+ size 405
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3ff0720fb31eba8c1a022a5280aed9a6951052a59e11c322ac38ccd733010649
3
  size 4600
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:53a0d0078f48f3af6487cfad4975c625ab0039a3d2a4624c4b3bd9d700b6e4f2
3
  size 4600