End of training
Browse files- README.md +11 -11
- config.json +1 -1
- generation_config.json +1 -1
- model.safetensors +1 -1
- runs/Dec25_07-09-44_d72dab68fb48/events.out.tfevents.1735110587.d72dab68fb48.1011.0 +3 -0
- tokenizer_config.json +0 -1
- training_args.bin +2 -2
README.md
CHANGED
|
@@ -11,7 +11,7 @@ datasets:
|
|
| 11 |
metrics:
|
| 12 |
- wer
|
| 13 |
model-index:
|
| 14 |
-
- name:
|
| 15 |
results:
|
| 16 |
- task:
|
| 17 |
name: Automatic Speech Recognition
|
|
@@ -20,24 +20,24 @@ model-index:
|
|
| 20 |
name: Common Voice 17.0 Arabic
|
| 21 |
type: mozilla-foundation/common_voice_17_0
|
| 22 |
config: ar
|
| 23 |
-
split:
|
| 24 |
args: 'config: ar, split: test'
|
| 25 |
metrics:
|
| 26 |
- name: Wer
|
| 27 |
type: wer
|
| 28 |
-
value:
|
| 29 |
---
|
| 30 |
|
| 31 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 32 |
should probably proofread and complete it, then remove this comment. -->
|
| 33 |
|
| 34 |
-
#
|
| 35 |
|
| 36 |
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 17.0 Arabic dataset.
|
| 37 |
It achieves the following results on the evaluation set:
|
| 38 |
-
- Loss: 0.
|
| 39 |
-
- Wer Ortho:
|
| 40 |
-
- Wer:
|
| 41 |
|
| 42 |
## Model description
|
| 43 |
|
|
@@ -60,7 +60,7 @@ The following hyperparameters were used during training:
|
|
| 60 |
- train_batch_size: 16
|
| 61 |
- eval_batch_size: 16
|
| 62 |
- seed: 42
|
| 63 |
-
- optimizer:
|
| 64 |
- lr_scheduler_type: constant_with_warmup
|
| 65 |
- lr_scheduler_warmup_steps: 50
|
| 66 |
- training_steps: 500
|
|
@@ -70,12 +70,12 @@ The following hyperparameters were used during training:
|
|
| 70 |
|
| 71 |
| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
|
| 72 |
|:-------------:|:------:|:----:|:---------------:|:---------:|:-------:|
|
| 73 |
-
| 0.
|
| 74 |
|
| 75 |
|
| 76 |
### Framework versions
|
| 77 |
|
| 78 |
-
- Transformers 4.
|
| 79 |
- Pytorch 2.5.1+cu121
|
| 80 |
- Datasets 3.2.0
|
| 81 |
-
- Tokenizers 0.
|
|
|
|
| 11 |
metrics:
|
| 12 |
- wer
|
| 13 |
model-index:
|
| 14 |
+
- name: Whisper_Small_Ar500d
|
| 15 |
results:
|
| 16 |
- task:
|
| 17 |
name: Automatic Speech Recognition
|
|
|
|
| 20 |
name: Common Voice 17.0 Arabic
|
| 21 |
type: mozilla-foundation/common_voice_17_0
|
| 22 |
config: ar
|
| 23 |
+
split: validation
|
| 24 |
args: 'config: ar, split: test'
|
| 25 |
metrics:
|
| 26 |
- name: Wer
|
| 27 |
type: wer
|
| 28 |
+
value: 23.472893495603564
|
| 29 |
---
|
| 30 |
|
| 31 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 32 |
should probably proofread and complete it, then remove this comment. -->
|
| 33 |
|
| 34 |
+
# Whisper_Small_Ar500d
|
| 35 |
|
| 36 |
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 17.0 Arabic dataset.
|
| 37 |
It achieves the following results on the evaluation set:
|
| 38 |
+
- Loss: 0.2154
|
| 39 |
+
- Wer Ortho: 40.5973
|
| 40 |
+
- Wer: 23.4729
|
| 41 |
|
| 42 |
## Model description
|
| 43 |
|
|
|
|
| 60 |
- train_batch_size: 16
|
| 61 |
- eval_batch_size: 16
|
| 62 |
- seed: 42
|
| 63 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 64 |
- lr_scheduler_type: constant_with_warmup
|
| 65 |
- lr_scheduler_warmup_steps: 50
|
| 66 |
- training_steps: 500
|
|
|
|
| 70 |
|
| 71 |
| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
|
| 72 |
|:-------------:|:------:|:----:|:---------------:|:---------:|:-------:|
|
| 73 |
+
| 0.2544 | 0.6002 | 500 | 0.2154 | 40.5973 | 23.4729 |
|
| 74 |
|
| 75 |
|
| 76 |
### Framework versions
|
| 77 |
|
| 78 |
+
- Transformers 4.45.2
|
| 79 |
- Pytorch 2.5.1+cu121
|
| 80 |
- Datasets 3.2.0
|
| 81 |
+
- Tokenizers 0.20.3
|
config.json
CHANGED
|
@@ -54,7 +54,7 @@
|
|
| 54 |
"pad_token_id": 50257,
|
| 55 |
"scale_embedding": false,
|
| 56 |
"torch_dtype": "float32",
|
| 57 |
-
"transformers_version": "4.
|
| 58 |
"use_cache": false,
|
| 59 |
"use_weighted_layer_sum": false,
|
| 60 |
"vocab_size": 51865
|
|
|
|
| 54 |
"pad_token_id": 50257,
|
| 55 |
"scale_embedding": false,
|
| 56 |
"torch_dtype": "float32",
|
| 57 |
+
"transformers_version": "4.45.2",
|
| 58 |
"use_cache": false,
|
| 59 |
"use_weighted_layer_sum": false,
|
| 60 |
"vocab_size": 51865
|
generation_config.json
CHANGED
|
@@ -258,5 +258,5 @@
|
|
| 258 |
"transcribe": 50359,
|
| 259 |
"translate": 50358
|
| 260 |
},
|
| 261 |
-
"transformers_version": "4.
|
| 262 |
}
|
|
|
|
| 258 |
"transcribe": 50359,
|
| 259 |
"translate": 50358
|
| 260 |
},
|
| 261 |
+
"transformers_version": "4.45.2"
|
| 262 |
}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 966995080
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c63df9cbbc3b87a0d942ba91fe489f05e54221150a14f1d5bc7335adae315ee5
|
| 3 |
size 966995080
|
runs/Dec25_07-09-44_d72dab68fb48/events.out.tfevents.1735110587.d72dab68fb48.1011.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f3da4bcddce9f510e2672e7ca61997c37aa54f2d6a831fb759086fd078e9e5bd
|
| 3 |
+
size 11645
|
tokenizer_config.json
CHANGED
|
@@ -12980,7 +12980,6 @@
|
|
| 12980 |
"clean_up_tokenization_spaces": true,
|
| 12981 |
"eos_token": "<|endoftext|>",
|
| 12982 |
"errors": "replace",
|
| 12983 |
-
"extra_special_tokens": {},
|
| 12984 |
"model_max_length": 1024,
|
| 12985 |
"pad_token": "<|endoftext|>",
|
| 12986 |
"processor_class": "WhisperProcessor",
|
|
|
|
| 12980 |
"clean_up_tokenization_spaces": true,
|
| 12981 |
"eos_token": "<|endoftext|>",
|
| 12982 |
"errors": "replace",
|
|
|
|
| 12983 |
"model_max_length": 1024,
|
| 12984 |
"pad_token": "<|endoftext|>",
|
| 12985 |
"processor_class": "WhisperProcessor",
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b456ca8f030d9888bcd6303bef3c8f9fc4dd911c70fa91b68fdb2e5352ed9ec2
|
| 3 |
+
size 5368
|