Instructions to use aufklarer/Qwen3.5-0.8B-Chat-MLX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use aufklarer/Qwen3.5-0.8B-Chat-MLX with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("aufklarer/Qwen3.5-0.8B-Chat-MLX") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use aufklarer/Qwen3.5-0.8B-Chat-MLX with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "aufklarer/Qwen3.5-0.8B-Chat-MLX" --prompt "Once upon a time"
- Atomic Chat
Upload folder using huggingface_hub
Browse files- .gitattributes +2 -0
- int4/config.json +50 -0
- int4/model.safetensors +3 -0
- int4/tokenizer.json +3 -0
- int4/tokenizer_config.json +32 -0
- int8/config.json +50 -0
- int8/model.safetensors +3 -0
- int8/tokenizer.json +3 -0
- int8/tokenizer_config.json +32 -0
.gitattributes
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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int4/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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int8/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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int4/config.json
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{
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"hidden_size": 1024,
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"num_hidden_layers": 24,
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"num_attention_heads": 8,
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"num_key_value_heads": 2,
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"head_dim": 256,
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"intermediate_size": 3584,
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"vocab_size": 248320,
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"max_seq_len": 2048,
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"rope_theta": 10000000,
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"rms_norm_eps": 1e-06,
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"eos_token_id": 248046,
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"pad_token_id": 248044,
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"quantization": "int4",
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"model_type": "qwen3_5_text",
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"layer_types": [
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention"
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],
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"full_attention_interval": 4,
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"linear_num_key_heads": 16,
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"linear_key_head_dim": 128,
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"linear_num_value_heads": 16,
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"linear_value_head_dim": 128,
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"linear_conv_kernel_dim": 4,
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"partial_rotary_factor": 0.25,
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"tie_word_embeddings": true
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}
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int4/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e48b676aa0a3abcc7fd13372b45a502741aa4b50b563deb2101a811f33149d8b
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size 424012292
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int4/tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
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size 19989343
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int4/tokenizer_config.json
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{
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"add_prefix_space": false,
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"audio_bos_token": "<|audio_start|>",
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"audio_eos_token": "<|audio_end|>",
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"audio_token": "<|audio_pad|>",
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"backend": "tokenizers",
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"bos_token": null,
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|im_end|>",
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"errors": "replace",
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"image_token": "<|image_pad|>",
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"is_local": true,
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"model_max_length": 262144,
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"model_specific_special_tokens": {
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"audio_bos_token": "<|audio_start|>",
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"audio_eos_token": "<|audio_end|>",
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"audio_token": "<|audio_pad|>",
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"image_token": "<|image_pad|>",
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"video_token": "<|video_pad|>",
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"vision_bos_token": "<|vision_start|>",
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"vision_eos_token": "<|vision_end|>"
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},
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"pad_token": "<|endoftext|>",
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"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
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"processor_class": "Qwen3VLProcessor",
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"split_special_tokens": false,
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"tokenizer_class": "TokenizersBackend",
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"unk_token": null,
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"video_token": "<|video_pad|>",
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"vision_bos_token": "<|vision_start|>",
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"vision_eos_token": "<|vision_end|>"
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}
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int8/config.json
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{
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"hidden_size": 1024,
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"num_hidden_layers": 24,
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"num_attention_heads": 8,
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"num_key_value_heads": 2,
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| 6 |
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"head_dim": 256,
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| 7 |
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"intermediate_size": 3584,
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+
"vocab_size": 248320,
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| 9 |
+
"max_seq_len": 2048,
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| 10 |
+
"rope_theta": 10000000,
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| 11 |
+
"rms_norm_eps": 1e-06,
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| 12 |
+
"eos_token_id": 248046,
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| 13 |
+
"pad_token_id": 248044,
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| 14 |
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"quantization": "int8",
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"model_type": "qwen3_5_text",
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"layer_types": [
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention",
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"linear_attention",
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"linear_attention",
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"linear_attention",
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"full_attention"
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| 41 |
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],
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| 42 |
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"full_attention_interval": 4,
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| 43 |
+
"linear_num_key_heads": 16,
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| 44 |
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"linear_key_head_dim": 128,
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| 45 |
+
"linear_num_value_heads": 16,
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| 46 |
+
"linear_value_head_dim": 128,
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| 47 |
+
"linear_conv_kernel_dim": 4,
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| 48 |
+
"partial_rotary_factor": 0.25,
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| 49 |
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"tie_word_embeddings": true
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| 50 |
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}
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int8/model.safetensors
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:7417672b9bc10a825614819fa71e0fd98d4d7a715df04fa23dbdde60e59935d9
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| 3 |
+
size 799959764
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int8/tokenizer.json
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
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| 3 |
+
size 19989343
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int8/tokenizer_config.json
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{
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"add_prefix_space": false,
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| 3 |
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"audio_bos_token": "<|audio_start|>",
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| 4 |
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"audio_eos_token": "<|audio_end|>",
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| 5 |
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"audio_token": "<|audio_pad|>",
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"backend": "tokenizers",
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| 7 |
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"bos_token": null,
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| 8 |
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"clean_up_tokenization_spaces": false,
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| 9 |
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"eos_token": "<|im_end|>",
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| 10 |
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"errors": "replace",
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| 11 |
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"image_token": "<|image_pad|>",
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| 12 |
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"is_local": true,
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| 13 |
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"model_max_length": 262144,
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| 14 |
+
"model_specific_special_tokens": {
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| 15 |
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"audio_bos_token": "<|audio_start|>",
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| 16 |
+
"audio_eos_token": "<|audio_end|>",
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| 17 |
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"audio_token": "<|audio_pad|>",
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| 18 |
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"image_token": "<|image_pad|>",
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| 19 |
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"video_token": "<|video_pad|>",
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| 20 |
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"vision_bos_token": "<|vision_start|>",
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| 21 |
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"vision_eos_token": "<|vision_end|>"
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},
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| 23 |
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"pad_token": "<|endoftext|>",
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+
"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
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| 25 |
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"processor_class": "Qwen3VLProcessor",
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| 26 |
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"split_special_tokens": false,
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| 27 |
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"tokenizer_class": "TokenizersBackend",
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| 28 |
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"unk_token": null,
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| 29 |
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"video_token": "<|video_pad|>",
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| 30 |
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"vision_bos_token": "<|vision_start|>",
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| 31 |
+
"vision_eos_token": "<|vision_end|>"
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| 32 |
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}
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