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1 Parent(s): 211f803

Add model inference script

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Files changed (11) hide show
  1. added_tokens.json +25 -0
  2. config.json +74 -0
  3. generation_config.json +6 -0
  4. merges.txt +0 -0
  5. model-00001-of-00002.safetensors +3 -0
  6. model-00002-of-00002.safetensors +3 -0
  7. model.safetensors.index.json +0 -0
  8. special_tokens_map.json +52 -0
  9. tokenizer.json +0 -0
  10. tokenizer_config.json +235 -0
  11. vocab.json +0 -0
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config.json ADDED
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+ {
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+ "_name_or_path": "openbmb/MiniCPM-V-2_6-int4",
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+ "architectures": [
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+ "MiniCPMV"
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+ "attention_dropout": 0.0,
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+ "auto_map": {
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+ "AutoConfig": "openbmb/MiniCPM-V-2_6-int4--configuration_minicpm.MiniCPMVConfig",
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+ "AutoModel": "openbmb/MiniCPM-V-2_6-int4--modeling_minicpmv.MiniCPMV",
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+ "AutoModelForCausalLM": "openbmb/MiniCPM-V-2_6-int4--modeling_minicpmv.MiniCPMV"
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+ "batch_vision_input": true,
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+ "hidden_act": "silu",
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+ "image_size": 448,
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+ "intermediate_size": 18944,
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+ "max_position_embeddings": 32768,
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+ "max_window_layers": 28,
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+ "model_type": "minicpmv",
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+ "num_attention_heads": 28,
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+ "num_hidden_layers": 28,
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+ "num_key_value_heads": 4,
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+ "patch_size": 14,
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+ "quantization_config": {
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+ "_load_in_4bit": true,
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+ "_load_in_8bit": false,
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+ "bnb_4bit_compute_dtype": "bfloat16",
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+ "bnb_4bit_quant_storage": "uint8",
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+ "bnb_4bit_quant_type": "nf4",
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+ "bnb_4bit_use_double_quant": true,
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+ "llm_int8_enable_fp32_cpu_offload": false,
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+ "llm_int8_has_fp16_weight": false,
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+ "llm_int8_skip_modules": [
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+ "out_proj",
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+ "kv_proj",
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+ "lm_head"
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+ ],
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+ "llm_int8_threshold": 6.0,
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+ "load_in_4bit": true,
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+ "load_in_8bit": false,
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+ "quant_method": "bitsandbytes"
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+ },
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+ "query_num": 64,
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+ "rms_norm_eps": 1e-06,
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+ "rope_theta": 1000000.0,
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+ "slice_config": {
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+ "max_slice_nums": 9,
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+ "model_type": "minicpmv"
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+ "slice_mode": true,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.40.0",
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+ "use_cache": true,
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+ "use_image_id": true,
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+ "use_sliding_window": false,
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+ "version": 2.6,
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+ "vision_batch_size": 16,
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+ "vision_config": {
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+ "hidden_size": 1152,
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+ "image_size": 980,
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+ "intermediate_size": 4304,
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+ "model_type": "siglip_vision_model",
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+ "num_attention_heads": 16,
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+ "num_hidden_layers": 27,
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+ "patch_size": 14
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+ "vocab_size": 151666
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merges.txt ADDED
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tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ "chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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vocab.json ADDED
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