FastVLM-0.5B-bf16 / config.json
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Add vision_config (#3)
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{
"add_cross_attention": false,
"architectures": [
"LlavaQwen2ForCausalLM"
],
"attention_dropout": 0.0,
"auto_map": {
"AutoConfig": "llava_qwen.LlavaConfig",
"AutoModelForCausalLM": "llava_qwen.LlavaQwen2ForCausalLM",
"AutoProcessor": "processing_fastvlm.FastVLMProcessor"
},
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": 151643,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"dtype": "bfloat16",
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 151645,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"freeze_mm_mlp_adapter": false,
"hidden_act": "silu",
"hidden_size": 896,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"image_aspect_ratio": "pad",
"image_grid_pinpoints": null,
"initializer_range": 0.02,
"intermediate_size": 4864,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"layer_types": [
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention",
"full_attention"
],
"length_penalty": 1.0,
"max_length": 20,
"max_position_embeddings": 32768,
"max_window_layers": 24,
"min_length": 0,
"mm_hidden_size": 3072,
"mm_patch_merge_type": "flat",
"mm_projector_lr": null,
"mm_projector_type": "mlp2x_gelu",
"mm_use_im_patch_token": false,
"mm_use_im_start_end": false,
"mm_vision_select_feature": "patch",
"mm_vision_select_layer": -2,
"mm_vision_tower": "mobileclip_l_1024",
"model_type": "llava_qwen2",
"no_repeat_ngram_size": 0,
"num_attention_heads": 14,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 24,
"num_key_value_heads": 2,
"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": {},
"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": 1000000.0,
"sep_token_id": null,
"sliding_window": 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,
"tokenizer_model_max_length": 8192,
"tokenizer_padding_side": "right",
"top_k": 50,
"top_p": 1.0,
"torchscript": false,
"transformers_version": "4.56.1",
"tune_mm_mlp_adapter": false,
"typical_p": 1.0,
"unfreeze_mm_vision_tower": true,
"use_bfloat16": false,
"use_cache": true,
"use_mm_proj": true,
"use_sliding_window": false,
"vision_config": {
"cls_ratio": 2.0,
"down_patch_size": 7,
"down_stride": 2,
"downsamples": [
true,
true,
true,
true,
true
],
"embed_dims": [
96,
192,
384,
768,
1536
],
"hidden_size": 1024,
"image_size": 1024,
"intermediate_size": 3072,
"layer_scale_init_value": 1e-05,
"layers": [
2,
12,
24,
4,
2
],
"mlp_ratios": [
4,
4,
4,
4,
4
],
"num_classes": 1000,
"patch_size": 64,
"pos_embs_shapes": [
null,
null,
null,
[
7,
7
],
[
7,
7
]
],
"projection_dim": 768,
"repmixer_kernel_size": 3,
"token_mixers": [
"repmixer",
"repmixer",
"repmixer",
"attention",
"attention"
]
},
"vocab_size": 151936
}