commit files to HF hub

.gitattributes

@@ -1,34 +1,8 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
 *.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
 *.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
 *.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
+*.tar.gz filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,56 @@
+---
+language: 
+- en
+thumbnail: https://github.com/karanchahal/distiller/blob/master/distiller.jpg
+tags:
+- question-answering
+license: apache-2.0
+datasets:
+- squad
+metrics:
+- squad
+---
+
+# DistilBERT with a second step of distillation
+
+## Model description
+
+This model replicates the "DistilBERT (D)" model from Table 2 of the [DistilBERT paper](https://arxiv.org/pdf/1910.01108.pdf). In this approach, a DistilBERT student is fine-tuned on SQuAD v1.1, but with a BERT model (also fine-tuned on SQuAD v1.1) acting as a teacher for a second step of task-specific distillation.
+
+In this version, the following pre-trained models were used:
+
+* Student: `distilbert-base-uncased`
+* Teacher: `lewtun/bert-base-uncased-finetuned-squad-v1`
+
+## Training data
+
+This model was trained on the SQuAD v1.1 dataset which can be obtained from the `datasets` library as follows:
+
+```python
+from datasets import load_dataset
+squad = load_dataset('squad')
+```
+
+## Training procedure
+
+## Eval results
+
+|                  | Exact Match | F1   |
+|------------------|-------------|------|
+| DistilBERT paper | 79.1        | 86.9 |
+| Ours             | 78.4        | 86.5 |
+
+The scores were calculated using the `squad` metric from `datasets`.
+
+### BibTeX entry and citation info
+
+```bibtex
+@misc{sanh2020distilbert,
+      title={DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter}, 
+      author={Victor Sanh and Lysandre Debut and Julien Chaumond and Thomas Wolf},
+      year={2020},
+      eprint={1910.01108},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24283a1b9a84d3201c5822c359e58d3562ab74e13cfc6ba5c492df07c82ab121
+size 265499080

special_tokens_map.json

@@ -0,0 +1 @@
+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "name_or_path": "distilbert-base-uncased"}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed6426209b938175459b2894cca548a10e665caf78af631330d1966cc28d6f44
+size 2095