End of training

README.md

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+---
+base_model: llava-hf/llava-1.5-7b-hf
+library_name: peft
+license: llama2
+metrics:
+- bleu
+- rouge
+tags:
+- trl
+- sft
+- generated_from_trainer
+model-index:
+- name: llava_test
+  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. -->
+
+# llava_test
+
+This model is a fine-tuned version of [llava-hf/llava-1.5-7b-hf](https://huggingface.co/llava-hf/llava-1.5-7b-hf) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.5219
+- Bleu: 0.0477
+- Rouge1: 0.2804
+- Rouge2: 0.0966
+- Rougel: 0.2140
+- Bertscore Precision: 0.7005
+- Bertscore Recall: 0.7759
+- Bertscore F1: 0.7362
+
+## 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: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10.0
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Bleu   | Rouge1 | Rouge2 | Rougel | Bertscore Precision | Bertscore Recall | Bertscore F1 |
+|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:------:|:-------------------:|:----------------:|:------------:|
+| 0.3261        | 10.0  | 10   | 2.5219          | 0.0477 | 0.2804 | 0.0966 | 0.2140 | 0.7005              | 0.7759           | 0.7362       |
+
+
+### Framework versions
+
+- PEFT 0.13.0
+- Transformers 4.45.2
+- Pytorch 2.3.1+cu121
+- Datasets 2.20.0
+- Tokenizers 0.20.1

adapter_config.json

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+  "base_model_name_or_path": "llava-hf/llava-1.5-7b-hf",
+  "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": 32,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
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+    "linear_1",
+    "down_proj",
+    "gate_proj",
+    "v_proj",
+    "k_proj",
+    "q_proj",
+    "fc2",
+    "lm_head",
+    "linear_2",
+    "up_proj",
+    "o_proj",
+    "fc1"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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added_tokens.json

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+}

runs/Oct17_13-21-19_s1840377-4-6lkqx/events.out.tfevents.1729171450.s1840377-4-6lkqx.1355411.0

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runs/Oct17_13-28-28_s1840377-4-6lkqx/events.out.tfevents.1729171824.s1840377-4-6lkqx.1363599.0

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special_tokens_map.json

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test_predictions.pkl

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tokenizer_config.json

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