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LFM2-VL-1.6B-8bit

Image-Text-to-Text
Transformers
Safetensors
MLX
English
lfm2_vl
any-to-any
liquid
lfm2
lfm2-vl
edge
conversational
8-bit precision
Model card Files
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Community
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  1. README.md +1 -1
  2. config.json +46 -219
  3. preprocessor_config.json +27 -7
  4. processor_config.json +48 -15
  5. tokenizer.json +2 -2
  6. tokenizer_config.json +10 -4067
README.md CHANGED
@@ -15,7 +15,7 @@ tags:
15
  ---
16
 
17
  # mlx-community/LFM2-VL-1.6B-8bit
18
- This model was converted to MLX format from [`LiquidAI/LFM2-VL-1.6B`]() using mlx-vlm version **0.3.2**.
19
  Refer to the [original model card](https://huggingface.co/LiquidAI/LFM2-VL-1.6B) for more details on the model.
20
  ## Use with mlx
21
 
 
15
  ---
16
 
17
  # mlx-community/LFM2-VL-1.6B-8bit
18
+ This model was converted to MLX format from [`LiquidAI/LFM2-VL-1.6B`]() using mlx-vlm version **0.3.10**.
19
  Refer to the [original model card](https://huggingface.co/LiquidAI/LFM2-VL-1.6B) for more details on the model.
20
  ## Use with mlx
21
 
config.json CHANGED
@@ -1,98 +1,58 @@
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  {
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- "add_cross_attention": false,
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  "architectures": [
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  "Lfm2VlForConditionalGeneration"
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  ],
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- "auto_map": {
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- "AutoConfig": "modeling_lfm2_vl.Lfm2VlConfig",
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- "AutoModelForImageTextToText": "modeling_lfm2_vl.Lfm2VlForConditionalGeneration"
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- },
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  "do_image_splitting": true,
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- },
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  "image_token_index": 396,
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  "max_num_patches": 1024,
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  "max_pixels_tolerance": 1.5,
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  "max_tiles": 10,
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  "min_image_tokens": 64,
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- "min_length": 0,
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  "min_tiles": 2,
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- "model_type": "lfm2-vl",
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- "no_repeat_ngram_size": 0,
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- "num_beam_groups": 1,
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  "projector_hidden_size": 2560,
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- "pruned_heads": {},
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  "quantization": {
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- "bits": 8
 
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  },
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  "quantization_config": {
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  "group_size": 64,
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- "bits": 8
 
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  },
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- "remove_invalid_values": false,
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  "text_config": {
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  "hidden_size": 2048,
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- "rope_theta": 1000000.0,
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- "block_multiple_of": 256,
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- "block_auto_adjust_ff_dim": true,
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  "layer_types": [
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  "conv",
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  "conv",
@@ -111,168 +71,35 @@
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  "full_attention",
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  "conv"
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  ],
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- "return_dict": true,
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  "model_type": "lfm2",
 
 
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  "use_pos_enc": true,
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  "num_attention_heads": 16,
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  "num_channels": 3,
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  }
 
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  {
 
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  "architectures": [
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  ],
 
 
 
 
 
 
 
 
 
 
 
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  "do_image_splitting": true,
 
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  "downsample_factor": 2,
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+ "dtype": "bfloat16",
 
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  "encoder_patch_size": 16,
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  "image_token_index": 396,
 
 
 
 
 
 
 
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  "max_num_patches": 1024,
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  "max_pixels_tolerance": 1.5,
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  "max_tiles": 10,
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  "min_image_tokens": 64,
 
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+ "model_type": "lfm2_vl",
 
 
 
 
 
 
 
 
 
 
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  "projector_bias": true,
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  "projector_hidden_act": "gelu",
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  "text_config": {
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+ "_name_or_path": "LiquidAI/LFM2-1.2B",
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  "intermediate_size": 12288,
 
 
 
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  "model_type": "lfm2",
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preprocessor_config.json CHANGED
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  "image_std": [
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- "input_data_format": "channels_last",
 
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  "max_num_patches": 1024,
 
 
 
 
 
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- "resample": 2,
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  "rescale_factor": 0.00392156862745098,
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tokenizer.json CHANGED
@@ -4501,7 +4501,7 @@
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4505
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  {
4507
  "id": 64014,
@@ -4510,7 +4510,7 @@
4510
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4511
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4512
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4513
- "special": false
4514
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4515
  {
4516
  "id": 64394,
 
4501
  "lstrip": false,
4502
  "rstrip": false,
4503
  "normalized": true,
4504
+ "special": true
4505
  },
4506
  {
4507
  "id": 64014,
 
4510
  "lstrip": false,
4511
  "rstrip": false,
4512
  "normalized": true,
4513
+ "special": true
4514
  },
4515
  {
4516
  "id": 64394,
tokenizer_config.json CHANGED
@@ -1,4088 +1,31 @@
1
  {
2
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