Upload folder using huggingface_hub
Browse files- .DS_Store +0 -0
- .gitattributes +1 -0
- README.md +17 -6
- text_encoder/0.safetensors +3 -0
- text_encoder/1.safetensors +3 -0
- text_encoder/model.safetensors.index.json +913 -0
- tokenizer/chat_template.jinja +89 -0
- tokenizer/tokenizer.json +3 -0
- tokenizer/tokenizer_config.json +30 -0
- transformer/0.safetensors +3 -0
- transformer/1.safetensors +3 -0
- transformer/2.safetensors +3 -0
- transformer/model.safetensors.index.json +548 -0
- vae/0.safetensors +3 -0
- vae/model.safetensors.index.json +274 -0
.DS_Store
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Binary file (6.15 kB). View file
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.gitattributes
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@@ -33,3 +33,4 @@ 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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tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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@@ -1,6 +1,17 @@
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# FLUX.2 Klein (9B) - MLX 4-bit
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This is a 4-bit quantized version of **FLUX.2 Klein (9B)**, optimized for Apple Silicon (M-series chips) using the [MLX](https://github.com/ml-explore/mlx) framework.
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## Model Details
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- **Architecture**: FLUX.2 Klein (9B parameters)
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- **Precision**: 4-bit quantization
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- **Framework**: MLX
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- **Optimized For**: macOS (Apple Silicon)
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## Original Model
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This model is a conversion of **FLUX.2 Klein (9B)** by [Black Forest Labs](https://huggingface.co/black-forest-labs).
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Please refer to the original model repository for licensing (Non-Commercial), citation, and more details.
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| 14 |
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## License
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This model is licensed under the [FLUX Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.2-klein-9B/blob/main/LICENSE.md).
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text_encoder/0.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8622310685103afb6892b7a62360894df9db529d634e69034077b9f16244ba72
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size 2138739328
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text_encoder/1.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5806c5fc02e4e772362cef9097a78f8b1dc642bac57a8b52658e2c9ba4d64c82
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size 2119029339
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text_encoder/model.safetensors.index.json
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"layers.33.mlp.gate_proj.scales": "1.safetensors",
|
| 853 |
+
"layers.33.mlp.gate_proj.biases": "1.safetensors",
|
| 854 |
+
"layers.33.mlp.up_proj.weight": "1.safetensors",
|
| 855 |
+
"layers.33.mlp.up_proj.scales": "1.safetensors",
|
| 856 |
+
"layers.33.mlp.up_proj.biases": "1.safetensors",
|
| 857 |
+
"layers.33.mlp.down_proj.weight": "1.safetensors",
|
| 858 |
+
"layers.33.mlp.down_proj.scales": "1.safetensors",
|
| 859 |
+
"layers.33.mlp.down_proj.biases": "1.safetensors",
|
| 860 |
+
"layers.34.input_layernorm.weight": "1.safetensors",
|
| 861 |
+
"layers.34.self_attn.q_proj.weight": "1.safetensors",
|
| 862 |
+
"layers.34.self_attn.q_proj.scales": "1.safetensors",
|
| 863 |
+
"layers.34.self_attn.q_proj.biases": "1.safetensors",
|
| 864 |
+
"layers.34.self_attn.k_proj.weight": "1.safetensors",
|
| 865 |
+
"layers.34.self_attn.k_proj.scales": "1.safetensors",
|
| 866 |
+
"layers.34.self_attn.k_proj.biases": "1.safetensors",
|
| 867 |
+
"layers.34.self_attn.v_proj.weight": "1.safetensors",
|
| 868 |
+
"layers.34.self_attn.v_proj.scales": "1.safetensors",
|
| 869 |
+
"layers.34.self_attn.v_proj.biases": "1.safetensors",
|
| 870 |
+
"layers.34.self_attn.o_proj.weight": "1.safetensors",
|
| 871 |
+
"layers.34.self_attn.o_proj.scales": "1.safetensors",
|
| 872 |
+
"layers.34.self_attn.o_proj.biases": "1.safetensors",
|
| 873 |
+
"layers.34.self_attn.q_norm.weight": "1.safetensors",
|
| 874 |
+
"layers.34.self_attn.k_norm.weight": "1.safetensors",
|
| 875 |
+
"layers.34.post_attention_layernorm.weight": "1.safetensors",
|
| 876 |
+
"layers.34.mlp.gate_proj.weight": "1.safetensors",
|
| 877 |
+
"layers.34.mlp.gate_proj.scales": "1.safetensors",
|
| 878 |
+
"layers.34.mlp.gate_proj.biases": "1.safetensors",
|
| 879 |
+
"layers.34.mlp.up_proj.weight": "1.safetensors",
|
| 880 |
+
"layers.34.mlp.up_proj.scales": "1.safetensors",
|
| 881 |
+
"layers.34.mlp.up_proj.biases": "1.safetensors",
|
| 882 |
+
"layers.34.mlp.down_proj.weight": "1.safetensors",
|
| 883 |
+
"layers.34.mlp.down_proj.scales": "1.safetensors",
|
| 884 |
+
"layers.34.mlp.down_proj.biases": "1.safetensors",
|
| 885 |
+
"layers.35.input_layernorm.weight": "1.safetensors",
|
| 886 |
+
"layers.35.self_attn.q_proj.weight": "1.safetensors",
|
| 887 |
+
"layers.35.self_attn.q_proj.scales": "1.safetensors",
|
| 888 |
+
"layers.35.self_attn.q_proj.biases": "1.safetensors",
|
| 889 |
+
"layers.35.self_attn.k_proj.weight": "1.safetensors",
|
| 890 |
+
"layers.35.self_attn.k_proj.scales": "1.safetensors",
|
| 891 |
+
"layers.35.self_attn.k_proj.biases": "1.safetensors",
|
| 892 |
+
"layers.35.self_attn.v_proj.weight": "1.safetensors",
|
| 893 |
+
"layers.35.self_attn.v_proj.scales": "1.safetensors",
|
| 894 |
+
"layers.35.self_attn.v_proj.biases": "1.safetensors",
|
| 895 |
+
"layers.35.self_attn.o_proj.weight": "1.safetensors",
|
| 896 |
+
"layers.35.self_attn.o_proj.scales": "1.safetensors",
|
| 897 |
+
"layers.35.self_attn.o_proj.biases": "1.safetensors",
|
| 898 |
+
"layers.35.self_attn.q_norm.weight": "1.safetensors",
|
| 899 |
+
"layers.35.self_attn.k_norm.weight": "1.safetensors",
|
| 900 |
+
"layers.35.post_attention_layernorm.weight": "1.safetensors",
|
| 901 |
+
"layers.35.mlp.gate_proj.weight": "1.safetensors",
|
| 902 |
+
"layers.35.mlp.gate_proj.scales": "1.safetensors",
|
| 903 |
+
"layers.35.mlp.gate_proj.biases": "1.safetensors",
|
| 904 |
+
"layers.35.mlp.up_proj.weight": "1.safetensors",
|
| 905 |
+
"layers.35.mlp.up_proj.scales": "1.safetensors",
|
| 906 |
+
"layers.35.mlp.up_proj.biases": "1.safetensors",
|
| 907 |
+
"layers.35.mlp.down_proj.weight": "1.safetensors",
|
| 908 |
+
"layers.35.mlp.down_proj.scales": "1.safetensors",
|
| 909 |
+
"layers.35.mlp.down_proj.biases": "1.safetensors",
|
| 910 |
+
"norm.weight": "1.safetensors",
|
| 911 |
+
"rotary_emb.inv_freq": "1.safetensors"
|
| 912 |
+
}
|
| 913 |
+
}
|
tokenizer/chat_template.jinja
ADDED
|
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{{- messages[0].content + '\n\n' }}
|
| 5 |
+
{%- endif %}
|
| 6 |
+
{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 7 |
+
{%- for tool in tools %}
|
| 8 |
+
{{- "\n" }}
|
| 9 |
+
{{- tool | tojson }}
|
| 10 |
+
{%- endfor %}
|
| 11 |
+
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
|
| 12 |
+
{%- else %}
|
| 13 |
+
{%- if messages[0].role == 'system' %}
|
| 14 |
+
{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
|
| 15 |
+
{%- endif %}
|
| 16 |
+
{%- endif %}
|
| 17 |
+
{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
|
| 18 |
+
{%- for message in messages[::-1] %}
|
| 19 |
+
{%- set index = (messages|length - 1) - loop.index0 %}
|
| 20 |
+
{%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
|
| 21 |
+
{%- set ns.multi_step_tool = false %}
|
| 22 |
+
{%- set ns.last_query_index = index %}
|
| 23 |
+
{%- endif %}
|
| 24 |
+
{%- endfor %}
|
| 25 |
+
{%- for message in messages %}
|
| 26 |
+
{%- if message.content is string %}
|
| 27 |
+
{%- set content = message.content %}
|
| 28 |
+
{%- else %}
|
| 29 |
+
{%- set content = '' %}
|
| 30 |
+
{%- endif %}
|
| 31 |
+
{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
|
| 32 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 33 |
+
{%- elif message.role == "assistant" %}
|
| 34 |
+
{%- set reasoning_content = '' %}
|
| 35 |
+
{%- if message.reasoning_content is string %}
|
| 36 |
+
{%- set reasoning_content = message.reasoning_content %}
|
| 37 |
+
{%- else %}
|
| 38 |
+
{%- if '</think>' in content %}
|
| 39 |
+
{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
|
| 40 |
+
{%- set content = content.split('</think>')[-1].lstrip('\n') %}
|
| 41 |
+
{%- endif %}
|
| 42 |
+
{%- endif %}
|
| 43 |
+
{%- if loop.index0 > ns.last_query_index %}
|
| 44 |
+
{%- if loop.last or (not loop.last and reasoning_content) %}
|
| 45 |
+
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
|
| 46 |
+
{%- else %}
|
| 47 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 48 |
+
{%- endif %}
|
| 49 |
+
{%- else %}
|
| 50 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 51 |
+
{%- endif %}
|
| 52 |
+
{%- if message.tool_calls %}
|
| 53 |
+
{%- for tool_call in message.tool_calls %}
|
| 54 |
+
{%- if (loop.first and content) or (not loop.first) %}
|
| 55 |
+
{{- '\n' }}
|
| 56 |
+
{%- endif %}
|
| 57 |
+
{%- if tool_call.function %}
|
| 58 |
+
{%- set tool_call = tool_call.function %}
|
| 59 |
+
{%- endif %}
|
| 60 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 61 |
+
{{- tool_call.name }}
|
| 62 |
+
{{- '", "arguments": ' }}
|
| 63 |
+
{%- if tool_call.arguments is string %}
|
| 64 |
+
{{- tool_call.arguments }}
|
| 65 |
+
{%- else %}
|
| 66 |
+
{{- tool_call.arguments | tojson }}
|
| 67 |
+
{%- endif %}
|
| 68 |
+
{{- '}\n</tool_call>' }}
|
| 69 |
+
{%- endfor %}
|
| 70 |
+
{%- endif %}
|
| 71 |
+
{{- '<|im_end|>\n' }}
|
| 72 |
+
{%- elif message.role == "tool" %}
|
| 73 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 74 |
+
{{- '<|im_start|>user' }}
|
| 75 |
+
{%- endif %}
|
| 76 |
+
{{- '\n<tool_response>\n' }}
|
| 77 |
+
{{- content }}
|
| 78 |
+
{{- '\n</tool_response>' }}
|
| 79 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 80 |
+
{{- '<|im_end|>\n' }}
|
| 81 |
+
{%- endif %}
|
| 82 |
+
{%- endif %}
|
| 83 |
+
{%- endfor %}
|
| 84 |
+
{%- if add_generation_prompt %}
|
| 85 |
+
{{- '<|im_start|>assistant\n' }}
|
| 86 |
+
{%- if enable_thinking is defined and enable_thinking is false %}
|
| 87 |
+
{{- '<think>\n\n</think>\n\n' }}
|
| 88 |
+
{%- endif %}
|
| 89 |
+
{%- endif %}
|
tokenizer/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
|
| 3 |
+
size 11422650
|
tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": null,
|
| 5 |
+
"clean_up_tokenization_spaces": false,
|
| 6 |
+
"eos_token": "<|im_end|>",
|
| 7 |
+
"errors": "replace",
|
| 8 |
+
"extra_special_tokens": [
|
| 9 |
+
"<|im_start|>",
|
| 10 |
+
"<|im_end|>",
|
| 11 |
+
"<|object_ref_start|>",
|
| 12 |
+
"<|object_ref_end|>",
|
| 13 |
+
"<|box_start|>",
|
| 14 |
+
"<|box_end|>",
|
| 15 |
+
"<|quad_start|>",
|
| 16 |
+
"<|quad_end|>",
|
| 17 |
+
"<|vision_start|>",
|
| 18 |
+
"<|vision_end|>",
|
| 19 |
+
"<|vision_pad|>",
|
| 20 |
+
"<|image_pad|>",
|
| 21 |
+
"<|video_pad|>"
|
| 22 |
+
],
|
| 23 |
+
"is_local": true,
|
| 24 |
+
"model_max_length": 131072,
|
| 25 |
+
"model_specific_special_tokens": {},
|
| 26 |
+
"pad_token": "<|endoftext|>",
|
| 27 |
+
"split_special_tokens": false,
|
| 28 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 29 |
+
"unk_token": null
|
| 30 |
+
}
|
transformer/0.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e81b9d552528390af5e2fca83fdf4783fc9bd94fd639fbd943272b5de5b3d3ce
|
| 3 |
+
size 2143173598
|
transformer/1.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:546ec12d74b55a97c68e72ce468e5ea8c416c775c470db45452b4fda8db4e757
|
| 3 |
+
size 2085643450
|
transformer/2.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6e77729c6d359c1bb5285906c1607ddf8f47eb745f1f5adca4e21cbbf9370c6b
|
| 3 |
+
size 877997066
|
transformer/model.safetensors.index.json
ADDED
|
@@ -0,0 +1,548 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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