Model save

README.md

@@ -0,0 +1,65 @@
+---
+library_name: peft
+tags:
+- generated_from_trainer
+base_model: yadvender12/AV_MAE_2class_complete_DF1M
+metrics:
+- accuracy
+- f1
+model-index:
+- name: AV_MAE_2class_complete_lora_DF1M
+  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. -->
+
+# AV_MAE_2class_complete_lora_DF1M
+
+This model was trained from scratch on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1726
+- Accuracy: 0.9642
+- F1: 0.9641
+
+## 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: 5e-05
+- 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_ratio: 0.1
+- training_steps: 18792
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy | F1     |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|
+| 0.1843        | 1.0   | 18792 | 0.1726          | 0.9642   | 0.9641 |
+
+
+### Framework versions
+
+- PEFT 0.10.0
+- Transformers 4.37.2
+- Pytorch 2.2.1+cu118
+- Datasets 2.18.0
+- Tokenizers 0.15.1

adapter_config.json

@@ -0,0 +1,38 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "VideoMAEForVideoClassification",
+    "parent_library": "model.twoclass.audiovideo_mae_noCEnoCL"
+  },
+  "base_model_name_or_path": "yadvender12/AV_MAE_2class_complete_DF1M",
+  "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": 16,
+  "lora_dropout": 0.1,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": [
+    "final_classifier"
+  ],
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "key",
+    "fused_classifier",
+    "value",
+    "video_classifier",
+    "audio_classifier",
+    "query"
+  ],
+  "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:ea1f106c6140ab4af677ebc31ca80a6b1173c978c4fc759dd1195192c05d9772
+size 7297360

preprocessor_config.json

@@ -0,0 +1,26 @@
+{
+  "crop_size": {
+    "height": 224,
+    "width": 224
+  },
+  "do_center_crop": true,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "VideoMAEImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 224
+  }
+}

runs/May26_19-45-25_trail-02/events.out.tfevents.1716767131.trail-02.2044540.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4dfa34f6a768b21d5fde647744f9fef9bf9c78341249297bb08de17a0a637b29
+size 6979

runs/May26_19-47-00_trail-02/events.out.tfevents.1716767226.trail-02.2050824.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76a4157dc1a3054b4d7a1204cd02e2d7447d708643e4fd266ad395d5512fc8ea
+size 301243

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3feb9e823dae21b80625df11de4985c6fb1a6ccda97fa9b6e059e8abdc624b92
+size 4792