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Browse files- .gitattributes +1 -0
- README.md +25 -0
- config.json +143 -0
- generation_config.json +10 -0
- model-00001-of-00011.safetensors +3 -0
- model-00002-of-00011.safetensors +3 -0
- model-00003-of-00011.safetensors +3 -0
- model-00004-of-00011.safetensors +3 -0
- model-00005-of-00011.safetensors +3 -0
- model-00006-of-00011.safetensors +3 -0
- model-00007-of-00011.safetensors +3 -0
- model-00008-of-00011.safetensors +3 -0
- model-00009-of-00011.safetensors +3 -0
- model-00010-of-00011.safetensors +3 -0
- model-00011-of-00011.safetensors +3 -0
- model.safetensors.index.json +0 -0
- processor_config.json +32 -0
- tokenizer.json +3 -0
- tokenizer_config.json +54 -0
.gitattributes
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: mlx
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license: apache-2.0
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license_link: https://ai.google.dev/gemma/docs/gemma_4_license
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pipeline_tag: image-text-to-text
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base_model: google/gemma-4-26b-a4b
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tags:
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- mlx
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---
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# mlx-community/gemma-4-26b-a4b-bf16
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This model was converted to MLX format from [`google/gemma-4-26b-a4b`](https://huggingface.co/google/gemma-4-26b-a4b)
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using mlx-vlm version **0.4.3**.
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Refer to the [original model card](https://huggingface.co/google/gemma-4-26b-a4b) for more details on the model.
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## Use with mlx
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```bash
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pip install -U mlx-vlm
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```
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```bash
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python -m mlx_vlm.generate --model mlx-community/gemma-4-26b-a4b-bf16 --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>
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```
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config.json
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{
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"architectures": [
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"Gemma4ForConditionalGeneration"
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],
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"audio_config": null,
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"audio_token_id": 258881,
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"boa_token_id": 256000,
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"boi_token_id": 255999,
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"dtype": "bfloat16",
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"eoa_token_id": 258883,
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"eoa_token_index": 258883,
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"eoi_token_id": 258882,
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"eos_token_id": 1,
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"image_token_id": 258880,
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"initializer_range": 0.02,
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"model_type": "gemma4",
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"text_config": {
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"attention_bias": false,
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"attention_dropout": 0.0,
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"attention_k_eq_v": true,
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"bos_token_id": 2,
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"dtype": "bfloat16",
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"enable_moe_block": true,
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"eos_token_id": 1,
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"final_logit_softcapping": 30.0,
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"global_head_dim": 512,
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"head_dim": 256,
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"hidden_activation": "gelu_pytorch_tanh",
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"hidden_size": 2816,
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"hidden_size_per_layer_input": 0,
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"initializer_range": 0.02,
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"intermediate_size": 2112,
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"layer_types": [
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention"
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],
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| 65 |
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"max_position_embeddings": 262144,
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| 66 |
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"model_type": "gemma4_text",
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| 67 |
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"moe_intermediate_size": 704,
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| 68 |
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"num_attention_heads": 16,
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"num_experts": 128,
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"num_global_key_value_heads": 2,
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| 71 |
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"num_hidden_layers": 30,
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| 72 |
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"num_key_value_heads": 8,
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| 73 |
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"num_kv_shared_layers": 0,
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| 74 |
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"pad_token_id": 0,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"full_attention": {
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"partial_rotary_factor": 0.25,
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"rope_theta": 1000000.0,
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"rope_type": "proportional"
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},
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"sliding_attention": {
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"rope_theta": 10000.0,
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"rope_type": "default"
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}
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},
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"sliding_window": 1024,
|
| 88 |
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"tie_word_embeddings": true,
|
| 89 |
+
"top_k_experts": 8,
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"use_bidirectional_attention": "vision",
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"use_cache": true,
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"use_double_wide_mlp": false,
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"vocab_size": 262144,
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"vocab_size_per_layer_input": 262144
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},
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"tie_word_embeddings": true,
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"transformers_version": "5.5.0.dev0",
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"video_token_id": 258884,
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"vision_config": {
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| 100 |
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"_name_or_path": "",
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"architectures": null,
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"attention_bias": false,
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"attention_dropout": 0.0,
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"chunk_size_feed_forward": 0,
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"default_output_length": 280,
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"dtype": "bfloat16",
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"global_head_dim": 72,
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"head_dim": 72,
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"hidden_activation": "gelu_pytorch_tanh",
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| 110 |
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"hidden_size": 1152,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1"
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},
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"initializer_range": 0.02,
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"is_encoder_decoder": false,
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"label2id": {
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},
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"max_position_embeddings": 131072,
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"model_type": "gemma4_vision",
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"num_attention_heads": 16,
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"num_hidden_layers": 27,
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"num_key_value_heads": 16,
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"output_attentions": false,
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"output_hidden_states": false,
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"patch_size": 16,
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"pooling_kernel_size": 3,
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"position_embedding_size": 10240,
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"problem_type": null,
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"return_dict": true,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"rope_type": "default"
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},
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"standardize": true,
|
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"use_clipped_linears": false
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| 141 |
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},
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"vision_soft_tokens_per_image": 280
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}
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generation_config.json
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{
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"bos_token_id": 2,
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"do_sample": true,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"temperature": 1.0,
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"top_k": 64,
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"top_p": 0.95,
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"transformers_version": "5.5.0.dev0"
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}
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model-00001-of-00011.safetensors
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processor_config.json
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|
|
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|
|
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"audio_seq_length": 750,
|
| 3 |
+
"image_processor": {
|
| 4 |
+
"do_convert_rgb": true,
|
| 5 |
+
"do_normalize": false,
|
| 6 |
+
"do_rescale": true,
|
| 7 |
+
"do_resize": true,
|
| 8 |
+
"image_mean": [
|
| 9 |
+
0.0,
|
| 10 |
+
0.0,
|
| 11 |
+
0.0
|
| 12 |
+
],
|
| 13 |
+
"image_processor_type": "Gemma4ImageProcessor",
|
| 14 |
+
"image_seq_length": 280,
|
| 15 |
+
"image_std": [
|
| 16 |
+
1.0,
|
| 17 |
+
1.0,
|
| 18 |
+
1.0
|
| 19 |
+
],
|
| 20 |
+
"max_soft_tokens": 280,
|
| 21 |
+
"patch_size": 16,
|
| 22 |
+
"pooling_kernel_size": 3,
|
| 23 |
+
"resample": 3,
|
| 24 |
+
"rescale_factor": 0.00392156862745098,
|
| 25 |
+
"size": {
|
| 26 |
+
"height": 224,
|
| 27 |
+
"width": 224
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"image_seq_length": 280,
|
| 31 |
+
"processor_class": "Gemma4Processor"
|
| 32 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:12bac982b793c44b03d52a250a9f0d0b666813da566b910c24a6da0695fd11e6
|
| 3 |
+
size 32170070
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"audio_token": "<|audio|>",
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"boa_token": "<|audio>",
|
| 5 |
+
"boi_token": "<|image>",
|
| 6 |
+
"bos_token": "<bos>",
|
| 7 |
+
"eoa_token": "<audio|>",
|
| 8 |
+
"eoc_token": "<channel|>",
|
| 9 |
+
"eoi_token": "<image|>",
|
| 10 |
+
"eos_token": "<eos>",
|
| 11 |
+
"eot_token": "<turn|>",
|
| 12 |
+
"escape_token": "<|\"|>",
|
| 13 |
+
"etc_token": "<tool_call|>",
|
| 14 |
+
"etd_token": "<tool|>",
|
| 15 |
+
"etr_token": "<tool_response|>",
|
| 16 |
+
"extra_special_tokens": [
|
| 17 |
+
"<|video|>"
|
| 18 |
+
],
|
| 19 |
+
"image_token": "<|image|>",
|
| 20 |
+
"is_local": true,
|
| 21 |
+
"mask_token": "<mask>",
|
| 22 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 23 |
+
"model_specific_special_tokens": {
|
| 24 |
+
"audio_token": "<|audio|>",
|
| 25 |
+
"boa_token": "<|audio>",
|
| 26 |
+
"boi_token": "<|image>",
|
| 27 |
+
"eoa_token": "<audio|>",
|
| 28 |
+
"eoc_token": "<channel|>",
|
| 29 |
+
"eoi_token": "<image|>",
|
| 30 |
+
"eot_token": "<turn|>",
|
| 31 |
+
"escape_token": "<|\"|>",
|
| 32 |
+
"etc_token": "<tool_call|>",
|
| 33 |
+
"etd_token": "<tool|>",
|
| 34 |
+
"etr_token": "<tool_response|>",
|
| 35 |
+
"image_token": "<|image|>",
|
| 36 |
+
"soc_token": "<|channel>",
|
| 37 |
+
"sot_token": "<|turn>",
|
| 38 |
+
"stc_token": "<|tool_call>",
|
| 39 |
+
"std_token": "<|tool>",
|
| 40 |
+
"str_token": "<|tool_response>",
|
| 41 |
+
"think_token": "<|think|>"
|
| 42 |
+
},
|
| 43 |
+
"pad_token": "<pad>",
|
| 44 |
+
"padding_side": "left",
|
| 45 |
+
"processor_class": "Gemma4Processor",
|
| 46 |
+
"soc_token": "<|channel>",
|
| 47 |
+
"sot_token": "<|turn>",
|
| 48 |
+
"stc_token": "<|tool_call>",
|
| 49 |
+
"std_token": "<|tool>",
|
| 50 |
+
"str_token": "<|tool_response>",
|
| 51 |
+
"think_token": "<|think|>",
|
| 52 |
+
"tokenizer_class": "GemmaTokenizer",
|
| 53 |
+
"unk_token": "<unk>"
|
| 54 |
+
}
|