End of training

README.md

@@ -6,42 +6,32 @@ tags:
 metrics:
 - bleu
 model-index:
-- name: flan-t5-base-eng-hwp-kjv
+- name: flan-t5-base-eng-hwp
   results: []
-language:
-- en
-library_name: transformers
-pipeline_tag: translation
 ---
 
-# English to Hawaiian Pidgin Translation | flan-t5-base-eng-hwp
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
 
-This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on a English and Hawaiian Pidgin dataset.
+# flan-t5-base-eng-hwp
+
+This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.5821
-- Bleu: 5.0891
-- Gen Len: 18.8633
+- Loss: 1.6073
+- Bleu: 4.9074
+- Gen Len: 18.8338
 
 ## Model description
 
-### Running the model
-
-The [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) documentation has more details on running the model.
-
-However, to use this model to translate English to Hawaiian Pidgin, enter ``"translate English to Hawaiian Pidgin: "`` before your statement. 
+More information needed
 
-For example, if you would like to translate "I went to Ala Moana today to go shopping" please tokenize all of the following:
-``translate English to Hawaiian Pidgin: I went to Ala Moana today to go shopping.``
+## Intended uses & limitations
 
-If you are trying the [English-Hawaiian Pidgin Translator](https://huggingface.co/spaces/claudiatang/english_to_hawaiian-pidgin) space, there is no need for the input prefix, as it is automatically added.
+More information needed
 
 ## Training and evaluation data
 
-There are not many English-Hawaiian Pidgin parallel corpora that are easily accessible. A parallel dataset, similar to [bible_para](https://huggingface.co/datasets/bible_para), was compiled by scraping the Hawaiʻi Pidgin Version (HWP) and the King James Version (KJV) from [biblegateway.com](https://www.biblegateway.com/). <!--- For more information, please refer to [this notebook](). -->
-
-## Intended uses & limitations
-
-Due to a limited set of training and evaluation data, this model has many limitations, such as not knowing certain Hawaiian Pidgin phrases or having trouble with longer sentences.
+More information needed
 
 ## Training procedure
 
@@ -60,40 +50,26 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Bleu   | Gen Len |
 |:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
-| No log        | 1.0   | 420  | 1.6077          | 3.732  | 18.8506 |
-| 2.1314        | 2.0   | 840  | 1.4572          | 4.2893 | 18.8557 |
-| 1.5079        | 3.0   | 1260 | 1.3978          | 4.6504 | 18.8599 |
-| 1.2945        | 4.0   | 1680 | 1.3788          | 4.8595 | 18.8641 |
-| 1.1387        | 5.0   | 2100 | 1.3841          | 4.907  | 18.8819 |
-| 1.0142        | 6.0   | 2520 | 1.3776          | 5.0933 | 18.8743 |
-| 1.0142        | 7.0   | 2940 | 1.3912          | 5.1246 | 18.8726 |
-| 0.9024        | 8.0   | 3360 | 1.4158          | 5.1468 | 18.8692 |
-| 0.8227        | 9.0   | 3780 | 1.4403          | 5.1846 | 18.865  |
-| 0.749         | 10.0  | 4200 | 1.4685          | 5.0892 | 18.8844 |
-| 0.7012        | 11.0  | 4620 | 1.4997          | 5.1485 | 18.8852 |
-| 0.6446        | 12.0  | 5040 | 1.5162          | 5.2782 | 18.8776 |
-| 0.6446        | 13.0  | 5460 | 1.5465          | 5.0961 | 18.8743 |
-| 0.6063        | 14.0  | 5880 | 1.5588          | 5.0723 | 18.8768 |
-| 0.5801        | 15.0  | 6300 | 1.5821          | 5.0891 | 18.8633 |
+| No log        | 1.0   | 420  | 1.6234          | 3.464  | 18.8    |
+| 2.1287        | 2.0   | 840  | 1.4706          | 4.1392 | 18.8084 |
+| 1.5094        | 3.0   | 1260 | 1.4294          | 4.3477 | 18.7924 |
+| 1.2917        | 4.0   | 1680 | 1.4015          | 4.5189 | 18.8068 |
+| 1.1347        | 5.0   | 2100 | 1.3900          | 4.697  | 18.8236 |
+| 1.012         | 6.0   | 2520 | 1.4038          | 4.7522 | 18.8051 |
+| 1.012         | 7.0   | 2940 | 1.4086          | 4.8399 | 18.8177 |
+| 0.901         | 8.0   | 3360 | 1.4453          | 4.8191 | 18.8253 |
+| 0.818         | 9.0   | 3780 | 1.4678          | 4.8245 | 18.8203 |
+| 0.7511        | 10.0  | 4200 | 1.4922          | 4.951  | 18.8574 |
+| 0.693         | 11.0  | 4620 | 1.5186          | 4.9174 | 18.8363 |
+| 0.6462        | 12.0  | 5040 | 1.5487          | 5.0009 | 18.8338 |
+| 0.6462        | 13.0  | 5460 | 1.5651          | 5.021  | 18.8295 |
+| 0.6062        | 14.0  | 5880 | 1.5942          | 4.8801 | 18.8245 |
+| 0.5781        | 15.0  | 6300 | 1.6073          | 4.9074 | 18.8338 |
 
 
 ### Framework versions
 
 - Transformers 4.34.1
-- Pytorch 2.0.1+cu118
-- Datasets 2.14.5
+- Pytorch 2.1.0+cu118
+- Datasets 2.14.6
 - Tokenizers 0.14.1
-
-
-## Resources
- - Christodouloupoulos, C., & Steedman, M. (2014). A massively parallel corpus: the Bible in 100 languages. Language Resources and Evaluation, 49(2), 375–395. https://doi.org/10.1007/s10579-014-9287-y
-‌
- - Chung, H. W., Hou, L., Longpre, S., Zoph, B., Tay, Y., Fedus, W., … Wei, J. (2022). _Scaling Instruction-Finetuned Language Models._ doi:10.48550/ARXIV.2210.11416
- 
- - _Hawaii Pidgin_. (2017). Wycliffe. https://www.biblegateway.com/versions/Hawaii-Pidgin-HWP/ (Original work published 2000)
-
- - _King James Bible_. (2017). BibleGateway.com. https://www.biblegateway.com/versions/king-james-version-kjv-bible/ (Original work published 1769)
-
- - T5. (n.d.). Huggingface.co. https://huggingface.co/docs/transformers/model_doc/t5
-
- - Translation. (n.d.). Huggingface.co. Retrieved October 18, 2023, from https://huggingface.co/docs/transformers/tasks/translation

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