End of training

README.md

@@ -0,0 +1,74 @@
+---
+base_model: openai/whisper-small
+datasets:
+- test16082024Diny
+language:
+- fr
+library_name: peft
+license: apache-2.0
+tags:
+- generated_from_trainer
+model-index:
+- name: Whisper Small Diny
+  results: []
+---
+
+<!-- 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. -->
+
+# Whisper Small Diny
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Diny dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6336
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0001
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 50
+- num_epochs: 10
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 3.853         | 1.0   | 9    | 3.5040          |
+| 3.2074        | 2.0   | 18   | 3.0067          |
+| 2.6069        | 3.0   | 27   | 2.4636          |
+| 1.955         | 4.0   | 36   | 1.8001          |
+| 1.1568        | 5.0   | 45   | 0.9291          |
+| 0.7625        | 6.0   | 54   | 0.8403          |
+| 0.585         | 7.0   | 63   | 0.7019          |
+| 0.5889        | 8.0   | 72   | 0.7064          |
+| 0.5227        | 9.0   | 81   | 0.6428          |
+| 0.5145        | 10.0  | 90   | 0.6336          |
+
+
+### Framework versions
+
+- PEFT 0.12.0
+- Transformers 4.42.4
+- Pytorch 2.3.1+cu121
+- Datasets 2.21.0
+- Tokenizers 0.19.1

adapter_config.json

@@ -0,0 +1,32 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "WhisperForConditionalGeneration",
+    "parent_library": "transformers.models.whisper.modeling_whisper"
+  },
+  "base_model_name_or_path": "openai/whisper-small",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 64,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "q_proj",
+    "v_proj"
+  ],
+  "task_type": null,
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a54541eb407a37470536c4cb2b215d3346ff8fd767d8b57152dbee82c7eed55
+size 14176064

preprocessor_config.json

@@ -0,0 +1,14 @@
+{
+  "chunk_length": 30,
+  "feature_extractor_type": "WhisperFeatureExtractor",
+  "feature_size": 80,
+  "hop_length": 160,
+  "n_fft": 400,
+  "n_samples": 480000,
+  "nb_max_frames": 3000,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "WhisperProcessor",
+  "return_attention_mask": false,
+  "sampling_rate": 16000
+}

runs/Aug16_10-13-38_127f8fee377d/events.out.tfevents.1723803240.127f8fee377d.1656.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44d23198c080a1d667907023131dab6ed7907f0002aefb5ddb1bceed26d83857
+size 5735

runs/Aug16_10-13-38_127f8fee377d/events.out.tfevents.1723803282.127f8fee377d.1656.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6f4d0c3fd4935e8695e156fdaf509fa8441d94d0190c0254d4fc0c48d97c566
+size 5735

runs/Aug16_10-40-28_127f8fee377d/events.out.tfevents.1723804838.127f8fee377d.1656.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0473aeb5fff9191bdd7294f1f9bbd6d299b2768e993786cfaab8297b7e0c486
+size 6356

runs/Aug16_10-40-28_127f8fee377d/events.out.tfevents.1723804890.127f8fee377d.1656.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3360ed771b49f2ac39bf1b9e73f3d2a98590b6d7282f288607cce2043bae87d
+size 14953

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d6e48ca1344df8ae02c8d3f1e49a79b91b99a7e7d8a88d7f4145fdca34a7402
+size 5304