Hugging Face's logo

mlx-community
/
LFM2-VL-1.6B-8bit

Image-Text-to-Text
Transformers
Safetensors
MLX
English
lfm2-vl
liquid
lfm2
edge
conversational
custom_code
8-bit precision
Model card Files
xet
Community
LFM2-VL-1.6B-8bit
File size: 8,176 Bytes 
c2e190f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
 
{
    "add_cross_attention": false,
    "architectures": [
        "Lfm2VlForConditionalGeneration"
    ],
    "auto_map": {
        "AutoConfig": "modeling_lfm2_vl.Lfm2VlConfig",
        "AutoModelForImageTextToText": "modeling_lfm2_vl.Lfm2VlForConditionalGeneration"
    },
    "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_image_splitting": true,
    "do_sample": false,
    "downsample_factor": 2,
    "early_stopping": false,
    "encoder_no_repeat_ngram_size": 0,
    "encoder_patch_size": 16,
    "eos_token_id": null,
    "exponential_decay_length_penalty": null,
    "finetuning_task": null,
    "forced_bos_token_id": null,
    "forced_eos_token_id": null,
    "id2label": {
        "0": "LABEL_0",
        "1": "LABEL_1"
    },
    "image_token_index": 396,
    "is_decoder": false,
    "is_encoder_decoder": false,
    "label2id": {
        "LABEL_0": 0,
        "LABEL_1": 1
    },
    "length_penalty": 1.0,
    "max_image_tokens": 256,
    "max_length": 20,
    "max_num_patches": 1024,
    "max_pixels_tolerance": 1.5,
    "max_tiles": 10,
    "min_image_tokens": 64,
    "min_length": 0,
    "min_tiles": 2,
    "model_type": "lfm2-vl",
    "no_repeat_ngram_size": 0,
    "num_beam_groups": 1,
    "num_beams": 1,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_scores": false,
    "pad_token_id": null,
    "prefix": null,
    "problem_type": null,
    "projector_bias": true,
    "projector_hidden_act": "gelu",
    "projector_hidden_size": 2560,
    "pruned_heads": {},
    "quantization": {
        "group_size": 64,
        "bits": 8
    },
    "quantization_config": {
        "group_size": 64,
        "bits": 8
    },
    "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,
    "text_config": {
        "vocab_size": 65536,
        "hidden_size": 2048,
        "num_hidden_layers": 16,
        "rope_theta": 1000000.0,
        "max_position_embeddings": 128000,
        "use_cache": true,
        "norm_eps": 1e-05,
        "initializer_range": 0.02,
        "num_attention_heads": 32,
        "num_key_value_heads": 8,
        "conv_bias": false,
        "conv_L_cache": 3,
        "intermediate_size": 12288,
        "block_multiple_of": 256,
        "block_ffn_dim_multiplier": 1.0,
        "block_auto_adjust_ff_dim": true,
        "layer_types": [
            "conv",
            "conv",
            "full_attention",
            "conv",
            "conv",
            "full_attention",
            "conv",
            "conv",
            "full_attention",
            "conv",
            "full_attention",
            "conv",
            "full_attention",
            "conv",
            "full_attention",
            "conv"
        ],
        "return_dict": true,
        "output_hidden_states": false,
        "torchscript": false,
        "torch_dtype": "bfloat16",
        "pruned_heads": {},
        "tie_word_embeddings": true,
        "chunk_size_feed_forward": 0,
        "is_encoder_decoder": false,
        "is_decoder": false,
        "cross_attention_hidden_size": null,
        "add_cross_attention": false,
        "tie_encoder_decoder": false,
        "architectures": [
            "Lfm2ForCausalLM"
        ],
        "finetuning_task": null,
        "id2label": {
            "0": "LABEL_0",
            "1": "LABEL_1"
        },
        "label2id": {
            "LABEL_0": 0,
            "LABEL_1": 1
        },
        "task_specific_params": null,
        "problem_type": null,
        "tokenizer_class": null,
        "prefix": null,
        "bos_token_id": 1,
        "pad_token_id": 0,
        "eos_token_id": 7,
        "sep_token_id": null,
        "decoder_start_token_id": null,
        "max_length": 20,
        "min_length": 0,
        "do_sample": false,
        "early_stopping": false,
        "num_beams": 1,
        "num_beam_groups": 1,
        "diversity_penalty": 0.0,
        "temperature": 1.0,
        "top_k": 50,
        "top_p": 1.0,
        "typical_p": 1.0,
        "repetition_penalty": 1.0,
        "length_penalty": 1.0,
        "no_repeat_ngram_size": 0,
        "encoder_no_repeat_ngram_size": 0,
        "bad_words_ids": null,
        "num_return_sequences": 1,
        "output_scores": false,
        "return_dict_in_generate": false,
        "forced_bos_token_id": null,
        "forced_eos_token_id": null,
        "remove_invalid_values": false,
        "exponential_decay_length_penalty": null,
        "suppress_tokens": null,
        "begin_suppress_tokens": null,
        "_name_or_path": "LiquidAI/LFM2-1.2B",
        "block_dim": 2048,
        "block_ff_dim": 12288,
        "block_mlp_init_scale": 1.0,
        "block_norm_eps": 1e-05,
        "block_out_init_scale": 1.0,
        "block_use_swiglu": true,
        "block_use_xavier_init": true,
        "conv_dim": 2048,
        "conv_dim_out": 2048,
        "conv_use_xavier_init": true,
        "model_type": "lfm2",
        "num_heads": 32,
        "use_pos_enc": true,
        "tf_legacy_loss": false,
        "use_bfloat16": false,
        "output_attentions": false
    },
    "tf_legacy_loss": false,
    "tie_encoder_decoder": false,
    "tie_word_embeddings": true,
    "tile_size": 512,
    "tokenizer_class": null,
    "top_k": 50,
    "top_p": 1.0,
    "torchscript": false,
    "transformers_version": "4.55.0",
    "typical_p": 1.0,
    "use_bfloat16": false,
    "use_image_special_tokens": true,
    "use_thumbnail": true,
    "vision_config": {
        "return_dict": true,
        "output_hidden_states": false,
        "torchscript": false,
        "torch_dtype": "bfloat16",
        "pruned_heads": {},
        "tie_word_embeddings": true,
        "chunk_size_feed_forward": 0,
        "is_encoder_decoder": false,
        "is_decoder": false,
        "cross_attention_hidden_size": null,
        "add_cross_attention": false,
        "tie_encoder_decoder": false,
        "architectures": null,
        "finetuning_task": null,
        "id2label": {
            "0": "LABEL_0",
            "1": "LABEL_1"
        },
        "label2id": {
            "LABEL_0": 0,
            "LABEL_1": 1
        },
        "task_specific_params": null,
        "problem_type": null,
        "tokenizer_class": null,
        "prefix": null,
        "bos_token_id": null,
        "pad_token_id": null,
        "eos_token_id": null,
        "sep_token_id": null,
        "decoder_start_token_id": null,
        "max_length": 20,
        "min_length": 0,
        "do_sample": false,
        "early_stopping": false,
        "num_beams": 1,
        "num_beam_groups": 1,
        "diversity_penalty": 0.0,
        "temperature": 1.0,
        "top_k": 50,
        "top_p": 1.0,
        "typical_p": 1.0,
        "repetition_penalty": 1.0,
        "length_penalty": 1.0,
        "no_repeat_ngram_size": 0,
        "encoder_no_repeat_ngram_size": 0,
        "bad_words_ids": null,
        "num_return_sequences": 1,
        "output_scores": false,
        "return_dict_in_generate": false,
        "forced_bos_token_id": null,
        "forced_eos_token_id": null,
        "remove_invalid_values": false,
        "exponential_decay_length_penalty": null,
        "suppress_tokens": null,
        "begin_suppress_tokens": null,
        "_name_or_path": "",
        "model_type": "siglip2_vision_model",
        "vision_use_head": false,
        "tf_legacy_loss": false,
        "use_bfloat16": false,
        "hidden_size": 1152,
        "intermediate_size": 4304,
        "num_hidden_layers": 27,
        "num_attention_heads": 16,
        "num_channels": 3,
        "patch_size": 16,
        "attention_dropout": 0.0,
        "layer_norm_eps": 1e-06,
        "hidden_act": "gelu_pytorch_tanh",
        "num_patches": 256,
        "output_attentions": false
    },
    "vision_feature_layer": -2
}