Add new SentenceTransformer model.

README.md

@@ -11,9 +11,9 @@ tags:
 - sentence-similarity
 - feature-extraction
 - generated_from_trainer
-- dataset_size:10
-- loss:MultipleNegativesRankingLoss
 - dataset_size:1000
+- loss:MultipleNegativesRankingLoss
+- dataset_size:3000
 widget:
 - source_sentence: A man is jumping unto his filthy bed.
   sentences:
@@ -154,7 +154,7 @@ You can finetune this model on your own dataset.
 #### sentence-transformers/all-nli
 
 * Dataset: [sentence-transformers/all-nli](https://huggingface.co/datasets/sentence-transformers/all-nli) at [d482672](https://huggingface.co/datasets/sentence-transformers/all-nli/tree/d482672c8e74ce18da116f430137434ba2e52fab)
-* Size: 1,000 training samples
+* Size: 3,000 training samples
 * Columns: <code>anchor</code>, <code>positive</code>, and <code>negative</code>
 * Approximate statistics based on the first 1000 samples:
   |         | anchor                                                                            | positive                                                                          | negative                                                                         |
@@ -207,7 +207,8 @@ You can finetune this model on your own dataset.
 - `eval_strategy`: steps
 - `per_device_train_batch_size`: 16
 - `per_device_eval_batch_size`: 16
-- `num_train_epochs`: 1
+- `learning_rate`: 2e-05
+- `num_train_epochs`: 2
 - `warmup_ratio`: 0.1
 - `fp16`: True
 - `batch_sampler`: no_duplicates
@@ -225,13 +226,13 @@ You can finetune this model on your own dataset.
 - `per_gpu_eval_batch_size`: None
 - `gradient_accumulation_steps`: 1
 - `eval_accumulation_steps`: None
-- `learning_rate`: 5e-05
+- `learning_rate`: 2e-05
 - `weight_decay`: 0.0
 - `adam_beta1`: 0.9
 - `adam_beta2`: 0.999
 - `adam_epsilon`: 1e-08
 - `max_grad_norm`: 1.0
-- `num_train_epochs`: 1
+- `num_train_epochs`: 2
 - `max_steps`: -1
 - `lr_scheduler_type`: linear
 - `lr_scheduler_kwargs`: {}
@@ -326,6 +327,14 @@ You can finetune this model on your own dataset.
 
 </details>
 
+### Training Logs
+| Epoch  | Step | Training Loss | loss   |
+|:------:|:----:|:-------------:|:------:|
+| 0.5319 | 100  | 0.7969        | 0.4318 |
+| 1.0638 | 200  | 0.2888        | 0.4764 |
+| 1.5957 | 300  | 0.025         | 0.5072 |
+
+
 ### Framework Versions
 - Python: 3.10.12
 - Sentence Transformers: 3.0.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:2f18b6ef5ceedc19b9d9a0c129da93277a3bfa50e68f63169ff0952705535170
 size 133462128