End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: HuggingFaceTB/SmolVLM-Instruct
+tags:
+- generated_from_trainer
+model-index:
+- name: SmolVLM-Instruct-med-vqav1
+  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. -->
+
+# SmolVLM-Instruct-med-vqav1
+
+This model is a fine-tuned version of [HuggingFaceTB/SmolVLM-Instruct](https://huggingface.co/HuggingFaceTB/SmolVLM-Instruct) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1712
+
+## 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: 0.001
+- train_batch_size: 4
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 8
+- optimizer: Use OptimizerNames.ADAMW_HF with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 50
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 0.3885        | 0.4454 | 100  | 0.2168          |
+| 0.1862        | 0.8909 | 200  | 0.1728          |
+| 0.1258        | 1.3341 | 300  | 0.1678          |
+| 0.1131        | 1.7795 | 400  | 0.1615          |
+| 0.0885        | 2.2227 | 500  | 0.1682          |
+| 0.0656        | 2.6682 | 600  | 0.1712          |
+
+
+### Framework versions
+
+- Transformers 4.48.3
+- Pytorch 2.5.1+cu124
+- Datasets 3.3.0
+- Tokenizers 0.21.0

config.json

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+{
+  "_name_or_path": "HuggingFaceTB/SmolVLM-Instruct",
+  "architectures": [
+    "Idefics3ForConditionalGeneration"
+  ],
+  "image_seq_len": 81,
+  "image_token_id": 49153,
+  "model_type": "idefics3",
+  "pad_token_id": 128002,
+  "scale_factor": 3,
+  "text_config": {
+    "_flash_attn_2_enabled": true,
+    "_name_or_path": "/fsx/m4/experiments/local_experiment_dir/s3_async_temporary_checkpoint_folder/tr_324_opt_400/unwrapped_model",
+    "architectures": [
+      "VLlama3ForCausalLM"
+    ],
+    "bos_token_id": 0,
+    "eos_token_id": 0,
+    "head_dim": 64,
+    "hidden_size": 2048,
+    "intermediate_size": 8192,
+    "max_position_embeddings": 16384,
+    "model_type": "llama",
+    "neftune_noise_alpha": 0.0,
+    "num_hidden_layers": 24,
+    "pad_token_id": 2,
+    "perceiver_config": {
+      "_attn_implementation_autoset": false,
+      "_name_or_path": "",
+      "add_cross_attention": false,
+      "architectures": null,
+      "attention_dropout": 0.0,
+      "bad_words_ids": null,
+      "begin_suppress_tokens": null,
+      "bos_token_id": null,
+      "chunk_size_feed_forward": 0,
+      "cross_attention_hidden_size": null,
+      "decoder_start_token_id": null,
+      "diversity_penalty": 0.0,
+      "do_sample": false,
+      "early_stopping": false,
+      "encoder_no_repeat_ngram_size": 0,
+      "eos_token_id": null,
+      "exponential_decay_length_penalty": null,
+      "finetuning_task": null,
+      "forced_bos_token_id": null,
+      "forced_eos_token_id": null,
+      "hidden_act": "silu",
+      "id2label": {
+        "0": "LABEL_0",
+        "1": "LABEL_1"
+      },
+      "is_decoder": false,
+      "is_encoder_decoder": false,
+      "label2id": {
+        "LABEL_0": 0,
+        "LABEL_1": 1
+      },
+      "length_penalty": 1.0,
+      "max_length": 20,
+      "min_length": 0,
+      "model_type": "vllama3",
+      "no_repeat_ngram_size": 0,
+      "num_beam_groups": 1,
+      "num_beams": 1,
+      "num_key_value_heads": 1,
+      "num_return_sequences": 1,
+      "output_attentions": false,
+      "output_hidden_states": false,
+      "output_scores": false,
+      "pad_token_id": null,
+      "prefix": null,
+      "problem_type": null,
+      "pruned_heads": {},
+      "qk_layer_norms_perceiver": false,
+      "remove_invalid_values": false,
+      "repetition_penalty": 1.0,
+      "resampler_depth": 6,
+      "resampler_head_dim": 96,
+      "resampler_n_heads": 16,
+      "resampler_n_latents": 64,
+      "return_dict": true,
+      "return_dict_in_generate": false,
+      "sep_token_id": null,
+      "suppress_tokens": null,
+      "task_specific_params": null,
+      "temperature": 1.0,
+      "tf_legacy_loss": false,
+      "tie_encoder_decoder": false,
+      "tie_word_embeddings": true,
+      "tokenizer_class": null,
+      "top_k": 50,
+      "top_p": 1.0,
+      "torch_dtype": null,
+      "torchscript": false,
+      "transformers_version": "4.46.0",
+      "typical_p": 1.0,
+      "use_bfloat16": false
+    },
+    "qk_layer_norms": false,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 273768.0,
+    "torch_dtype": "bfloat16",
+    "use_resampler": false,
+    "vocab_size": 49155
+  },
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers.js_config": {
+    "dtype": {
+      "decoder_model_merged": "q4",
+      "embed_tokens": "auto",
+      "vision_encoder": "auto"
+    },
+    "kv_cache_dtype": {
+      "fp16": "float16",
+      "q4f16": "float16"
+    }
+  },
+  "transformers_version": "4.48.3",
+  "use_cache": true,
+  "vision_config": {
+    "image_size": 384,
+    "intermediate_size": 4304,
+    "max_image_size": {
+      "longest_edge": 384
+    },
+    "model_type": "idefics3_vision",
+    "num_hidden_layers": 27,
+    "patch_size": 14,
+    "size": {
+      "longest_edge": 1920
+    },
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16"
+  },
+  "vocab_size": 49155
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 49154,
+  "pad_token_id": 2,
+  "transformers_version": "4.48.3"
+}

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training_args.bin

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