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config.json

@@ -0,0 +1,206 @@
+{
+  "_name_or_path": "/home/ea/work/my_optimum_intel/optimum-intel/tiny-random-llava-next-video",
+  "architectures": [
+    "LlavaNextVideoForConditionalGeneration"
+  ],
+  "ignore_index": -100,
+  "image_grid_pinpoints": [
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+  "image_token_index": 32000,
+  "model_type": "llava_next_video",
+  "projector_hidden_act": "gelu",
+  "spatial_pool_mode": "average",
+  "spatial_pool_stride": 2,
+  "text_config": {
+    "_attn_implementation_autoset": false,
+    "_name_or_path": "HuggingFaceM4/tiny-random-LlamaForCausalLM",
+    "add_cross_attention": false,
+    "architectures": [
+      "LlamaForCausalLM"
+    ],
+    "attention_bias": false,
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+    "bad_words_ids": null,
+    "begin_suppress_tokens": null,
+    "bos_token_id": 0,
+    "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,
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+    "eos_token_id": 1,
+    "exponential_decay_length_penalty": null,
+    "finetuning_task": null,
+    "forced_bos_token_id": null,
+    "forced_eos_token_id": null,
+    "head_dim": 4,
+    "hidden_act": "silu",
+    "hidden_size": 16,
+    "id2label": {
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+      "1": "LABEL_1"
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+    "is_decoder": false,
+    "is_encoder_decoder": false,
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+      "LABEL_1": 1
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+    "max_position_embeddings": 2048,
+    "min_length": 0,
+    "mlp_bias": false,
+    "model_type": "llama",
+    "no_repeat_ngram_size": 0,
+    "num_attention_heads": 4,
+    "num_beam_groups": 1,
+    "num_beams": 1,
+    "num_hidden_layers": 2,
+    "num_key_value_heads": 4,
+    "num_return_sequences": 1,
+    "output_attentions": false,
+    "output_hidden_states": false,
+    "output_scores": false,
+    "pad_token_id": 3201,
+    "prefix": null,
+    "pretraining_tp": 1,
+    "problem_type": null,
+    "pruned_heads": {},
+    "remove_invalid_values": false,
+    "repetition_penalty": 1.0,
+    "return_dict": true,
+    "return_dict_in_generate": false,
+    "rms_norm_eps": 1e-06,
+    "rope_scaling": null,
+    "rope_theta": 10000.0,
+    "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": false,
+    "tokenizer_class": null,
+    "top_k": 50,
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+    "torch_dtype": "float32",
+    "torchscript": false,
+    "typical_p": 1.0,
+    "use_bfloat16": false,
+    "use_cache": true,
+    "vocab_size": 32002
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+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.46.3",
+  "use_image_newline_parameter": true,
+  "video_seq_length": 288,
+  "video_token_index": 32000,
+  "vision_config": {
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+    "_name_or_path": "",
+    "add_cross_attention": false,
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+    "dropout": 0.1,
+    "early_stopping": false,
+    "encoder_no_repeat_ngram_size": 0,
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+    "exponential_decay_length_penalty": null,
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+    "forced_bos_token_id": null,
+    "forced_eos_token_id": null,
+    "hidden_act": "quick_gelu",
+    "hidden_size": 32,
+    "id2label": {
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+      "1": "LABEL_1"
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+    "initializer_factor": 1.0,
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+    "intermediate_size": 37,
+    "is_decoder": false,
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+    "label2id": {
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+      "LABEL_1": 1
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+    "layer_norm_eps": 1e-05,
+    "length_penalty": 1.0,
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+    "min_length": 0,
+    "model_type": "clip_vision_model",
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+    "num_attention_heads": 4,
+    "num_beam_groups": 1,
+    "num_beams": 1,
+    "num_channels": 3,
+    "num_hidden_layers": 2,
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+    "output_attentions": false,
+    "output_hidden_states": false,
+    "output_scores": false,
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+    "patch_size": 2,
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+    "projection_dim": 32,
+    "pruned_heads": {},
+    "remove_invalid_values": false,
+    "repetition_penalty": 1.0,
+    "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,
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+    "use_bfloat16": false
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+  "vision_feature_layer": -2,
+  "vision_feature_select_strategy": "default",
+  "vocab_size": 32002
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 1,
+  "pad_token_id": 3201,
+  "transformers_version": "4.46.3"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:96aa22a6f2a8ae0ae92ed07f7ac1a8bd5e24ac01f7b22396d53927ecc22399b3
+size 4225912

preprocessor_config.json

@@ -0,0 +1,51 @@
+{
+  "aspect_ratio_setting": "anyres",
+  "crop_size": {
+    "height": 30,
+    "width": 30
+  },
+  "image_grid_pinpoints": [
+    [
+      30,
+      60
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+      30
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+      30
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+  "do_center_crop": true,
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+    0.4578275,
+    0.40821073
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+  "image_processor_type": "LlavaNextImageProcessor",
+  "image_std": [
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+    0.26130258,
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+  "processor_class": "LlavaNextVideoProcessor",
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 30
+  }
+}

processro_config.json

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+{
+    "image_token": "<image>",
+    "video_token": "<video>",
+    "num_additional_image_tokens": 1,
+    "patch_size": 2,
+    "processor_class": "LlavaNextVideoProcessor",
+    "vision_feature_select_strategy": "default"
+  }

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+  "pad_token": {
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+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+    "content": "<unk>",
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+    "rstrip": false,
+    "single_word": false
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+}

tokenizer.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "0": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "1": {
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+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "2": {
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "content": "<image>",
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+      "special": true
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+      "special": true
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+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 2048,
+  "pad_token": "<unk>",
+  "processor_class": "LlavaProcessor",
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": true
+}