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README.md

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+---
+library_name: transformers
+license: other
+base_model: llava-hf/llava-v1.6-mistral-7b-hf
+tags:
+- llama-factory
+- full
+- generated_from_trainer
+model-index:
+- name: AA_preference_cocour_new_step10_0_100
+  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. -->
+
+# AA_preference_cocour_new_step10_0_100
+
+This model is a fine-tuned version of [llava-hf/llava-v1.6-mistral-7b-hf](https://huggingface.co/llava-hf/llava-v1.6-mistral-7b-hf) on the AA_preference_cocour_new_step10_0_100 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4957
+- Rewards/chosen: -0.4320
+- Rewards/rejected: -3.0552
+- Rewards/accuracies: 0.7917
+- Rewards/margins: 2.6232
+- Logps/rejected: -248.9210
+- Logps/chosen: -252.8571
+- Logits/rejected: -2.2740
+- Logits/chosen: -2.3049
+
+## 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: 1e-06
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 256
+- total_eval_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 10
+- num_epochs: 3.0
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
+|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
+| 0.577         | 0.3738 | 50   | 0.5782          | 0.7960         | -0.1800          | 0.7250             | 0.9759          | -220.1687      | -240.5771    | -2.1546         | -2.1689       |
+| 0.5388        | 0.7477 | 100  | 0.5391          | -0.4398        | -2.0133          | 0.7479             | 1.5735          | -238.5014      | -252.9343    | -2.1740         | -2.1991       |
+| 0.2653        | 1.1215 | 150  | 0.5247          | 0.2862         | -1.6846          | 0.7646             | 1.9708          | -235.2147      | -245.6745    | -2.3266         | -2.3485       |
+| 0.2571        | 1.4953 | 200  | 0.5108          | -0.5979        | -3.0808          | 0.7792             | 2.4828          | -249.1766      | -254.5160    | -2.4752         | -2.5016       |
+| 0.2803        | 1.8692 | 250  | 0.4817          | -0.2909        | -2.6866          | 0.7854             | 2.3957          | -245.2348      | -251.4460    | -2.3853         | -2.4107       |
+| 0.1739        | 2.2430 | 300  | 0.4912          | -0.3815        | -2.8477          | 0.7917             | 2.4662          | -246.8459      | -252.3520    | -2.3281         | -2.3560       |
+| 0.1631        | 2.6168 | 350  | 0.4965          | -0.4101        | -3.0083          | 0.7896             | 2.5982          | -248.4518      | -252.6378    | -2.2784         | -2.3092       |
+
+
+### Framework versions
+
+- Transformers 4.45.2
+- Pytorch 2.4.0+cu121
+- Datasets 2.21.0
+- Tokenizers 0.20.3

added_tokens.json

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+  "<pad>": 32001
+}

all_results.json

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+{
+    "epoch": 2.983177570093458,
+    "eval_logits/chosen": -2.3048903942108154,
+    "eval_logits/rejected": -2.273998737335205,
+    "eval_logps/chosen": -252.85711669921875,
+    "eval_logps/rejected": -248.92103576660156,
+    "eval_loss": 0.4957020878791809,
+    "eval_rewards/accuracies": 0.7916666865348816,
+    "eval_rewards/chosen": -0.43204134702682495,
+    "eval_rewards/margins": 2.6231741905212402,
+    "eval_rewards/rejected": -3.05521559715271,
+    "eval_runtime": 251.7994,
+    "eval_samples_per_second": 15.087,
+    "eval_steps_per_second": 0.238,
+    "total_flos": 4704901791744000.0,
+    "train_loss": 0.3356622438084213,
+    "train_runtime": 15341.8197,
+    "train_samples_per_second": 6.686,
+    "train_steps_per_second": 0.026
+}

checkpoint-100/added_tokens.json

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+  "<pad>": 32001
+}

checkpoint-100/config.json

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+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.45.2",
+  "use_cache": false,
+  "use_image_newline_parameter": true,
+  "vision_config": {
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+    "intermediate_size": 4096,
+    "model_type": "clip_vision_model",
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+    "vocab_size": 32000
+  },
+  "vision_feature_layer": -2,
+  "vision_feature_select_strategy": "default",
+  "vocab_size": 32064
+}

checkpoint-100/generation_config.json

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+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.45.2"
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