Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +18 -0
- chat_template.jinja +118 -0
- config.json +83 -0
- generation_config.json +14 -0
- model-00001-of-00015.safetensors +3 -0
- model-00002-of-00015.safetensors +3 -0
- model-00003-of-00015.safetensors +3 -0
- model-00004-of-00015.safetensors +3 -0
- model-00005-of-00015.safetensors +3 -0
- model-00006-of-00015.safetensors +3 -0
- model-00007-of-00015.safetensors +3 -0
- model-00008-of-00015.safetensors +3 -0
- model-00009-of-00015.safetensors +3 -0
- model-00010-of-00015.safetensors +3 -0
- model-00011-of-00015.safetensors +3 -0
- model-00012-of-00015.safetensors +3 -0
- model-00013-of-00015.safetensors +3 -0
- model-00014-of-00015.safetensors +3 -0
- model-00015-of-00015.safetensors +3 -0
- model.safetensors.index.json +0 -0
- preprocessor_config.json +27 -0
- special_tokens_map.json +40 -0
- tokenizer.json +3 -0
- tokenizer_config.json +326 -0
- video_preprocessor_config.json +42 -0
.gitattributes
CHANGED
@@ -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.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: mit
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tags:
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- mlx
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---
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# mlx-community/GLM-4.5V-5bit
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This model was converted to MLX format from [`ZP2Test/GLM-4.5V`]() using mlx-vlm version **0.3.2**.
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Refer to the [original model card](https://huggingface.co/ZP2Test/GLM-4.5V) 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/GLM-4.5V-5bit --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>
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```
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chat_template.jinja
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[gMASK]<sop>
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{%- if tools -%}
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<|system|>
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# Tools
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You may call one or more functions to assist with the user query.
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You are provided with function signatures within <tools></tools> XML tags:
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<tools>
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{% for tool in tools %}
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{{ tool | tojson(ensure_ascii=False) }}
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{% endfor %}
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</tools>
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For each function call, output the function name and arguments within the following XML format:
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<tool_call>{function-name}
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<arg_key>{arg-key-1}</arg_key>
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+
<arg_value>{arg-value-1}</arg_value>
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<arg_key>{arg-key-2}</arg_key>
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<arg_value>{arg-value-2}</arg_value>
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...
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+
</tool_call>{%- endif -%}
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+
{%- macro visible_text(content) -%}
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+
{%- if content is string -%}
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{{- content }}
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{%- elif content is iterable and content is not mapping -%}
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{%- for item in content -%}
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{%- if item is mapping and item.type == 'text' -%}
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{{- item.text }}
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{%- elif item is mapping and (item.type == 'image' or 'image' in item) -%}
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<|begin_of_image|><|image|><|end_of_image|>
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{%- elif item is mapping and (item.type == 'video' or 'video' in item) -%}
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<|begin_of_video|><|video|><|end_of_video|>
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{%- elif item is string -%}
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{{- item }}
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{%- endif -%}
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{%- endfor -%}
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{%- else -%}
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{{- content }}
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+
{%- endif -%}
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{%- endmacro -%}
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{%- set ns = namespace(last_user_index=-1) %}
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{%- for m in messages %}
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{%- if m.role == 'user' %}
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{% set ns.last_user_index = loop.index0 -%}
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{%- endif %}
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{%- endfor %}
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{% for m in messages %}
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{%- if m.role == 'user' -%}<|user|>
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{% if m.content is string %}
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{{ m.content }}
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{%- else %}
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{%- for item in m.content %}
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{% if item.type == 'video' or 'video' in item %}
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<|begin_of_video|><|video|><|end_of_video|>{% elif item.type == 'image' or 'image' in item %}
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<|begin_of_image|><|image|><|end_of_image|>{% elif item.type == 'text' %}
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{{ item.text }}
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{%- endif %}
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{%- endfor %}
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+
{%- endif %}
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{{- '/nothink' if (enable_thinking is defined and not enable_thinking and not visible_text(m.content).endswith("/nothink")) else '' -}}
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{%- elif m.role == 'assistant' -%}
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<|assistant|>
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{%- set reasoning_content = '' %}
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{%- set content = visible_text(m.content) %}
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{%- if m.reasoning_content is string %}
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{%- set reasoning_content = m.reasoning_content %}
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{%- else %}
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{%- if '</think>' in content %}
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{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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{%- set content = content.split('</think>')[-1].lstrip('\n') %}
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{%- endif %}
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{%- endif %}
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{%- if loop.index0 > ns.last_user_index and reasoning_content -%}
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{{ '\n<think>' + reasoning_content.strip() + '</think>'}}
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{%- else -%}
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{{ '\n<think></think>' }}
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{%- endif -%}
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{%- if content.strip() -%}
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{{ '\n' + content.strip() }}
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{%- endif -%}
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{% if m.tool_calls %}
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{% for tc in m.tool_calls %}
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{%- if tc.function %}
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{%- set tc = tc.function %}
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{%- endif %}
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{{ '\n<tool_call>' + tc.name }}
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{% set _args = tc.arguments %}
|
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{% for k, v in _args.items() %}
|
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+
<arg_key>{{ k }}</arg_key>
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+
<arg_value>{{ v | tojson(ensure_ascii=False) if v is not string else v }}</arg_value>
|
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+
{% endfor %}
|
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+
</tool_call>{% endfor %}
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+
{% endif %}
|
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+
{%- elif m.role == 'tool' -%}
|
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{%- if m.content is string -%}
|
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{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
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{{- '<|observation|>' }}
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{%- endif %}
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{{- '\n<tool_response>\n' }}
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{{- m.content }}
|
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{{- '\n</tool_response>' }}
|
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+
{%- else -%}
|
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+
<|observation|>{% for tr in m.content %}
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+
|
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<tool_response>
|
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{{ tr.output if tr.output is defined else tr }}
|
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</tool_response>{% endfor -%}
|
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+
{% endif -%}
|
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+
{%- elif m.role == 'system' -%}
|
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<|system|>
|
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{{ visible_text(m.content) }}
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{%- endif -%}
|
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{%- endfor -%}
|
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+
{%- if add_generation_prompt -%}
|
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<|assistant|>
|
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+
{{'<think></think>\n' if (enable_thinking is defined and not enable_thinking) else ''}}
|
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{%- endif -%}
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config.json
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{
|
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"architectures": [
|
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"Glm4vMoeForConditionalGeneration"
|
4 |
+
],
|
5 |
+
"model_type": "glm4v_moe",
|
6 |
+
"quantization": {
|
7 |
+
"group_size": 64,
|
8 |
+
"bits": 5
|
9 |
+
},
|
10 |
+
"quantization_config": {
|
11 |
+
"group_size": 64,
|
12 |
+
"bits": 5
|
13 |
+
},
|
14 |
+
"text_config": {
|
15 |
+
"pad_token_id": 151329,
|
16 |
+
"vocab_size": 151552,
|
17 |
+
"eos_token_id": [
|
18 |
+
151329,
|
19 |
+
151336,
|
20 |
+
151338
|
21 |
+
],
|
22 |
+
"image_end_token_id": 151340,
|
23 |
+
"image_start_token_id": 151339,
|
24 |
+
"image_token_id": 151363,
|
25 |
+
"head_dim": 128,
|
26 |
+
"attention_bias": true,
|
27 |
+
"attention_dropout": 0.0,
|
28 |
+
"first_k_dense_replace": 1,
|
29 |
+
"hidden_act": "silu",
|
30 |
+
"hidden_size": 4096,
|
31 |
+
"initializer_range": 0.02,
|
32 |
+
"intermediate_size": 10944,
|
33 |
+
"max_position_embeddings": 65536,
|
34 |
+
"model_type": "glm4v_moe_text",
|
35 |
+
"moe_intermediate_size": 1408,
|
36 |
+
"n_group": 1,
|
37 |
+
"n_routed_experts": 128,
|
38 |
+
"n_shared_experts": 1,
|
39 |
+
"norm_topk_prob": true,
|
40 |
+
"num_attention_heads": 96,
|
41 |
+
"num_experts_per_tok": 8,
|
42 |
+
"num_hidden_layers": 46,
|
43 |
+
"num_key_value_heads": 8,
|
44 |
+
"partial_rotary_factor": 0.5,
|
45 |
+
"rms_norm_eps": 1e-05,
|
46 |
+
"torch_dtype": "bfloat16",
|
47 |
+
"rope_scaling": {
|
48 |
+
"rope_type": "default",
|
49 |
+
"mrope_section": [
|
50 |
+
8,
|
51 |
+
12,
|
52 |
+
12
|
53 |
+
]
|
54 |
+
},
|
55 |
+
"rope_theta": 10000.0,
|
56 |
+
"routed_scaling_factor": 1.0,
|
57 |
+
"topk_group": 1,
|
58 |
+
"use_cache": true,
|
59 |
+
"use_qk_norm": false
|
60 |
+
},
|
61 |
+
"transformers_version": "4.55.0.dev0",
|
62 |
+
"video_end_token_id": 151342,
|
63 |
+
"video_start_token_id": 151341,
|
64 |
+
"video_token_id": 151364,
|
65 |
+
"vision_config": {
|
66 |
+
"attention_bias": false,
|
67 |
+
"attention_dropout": 0.0,
|
68 |
+
"depth": 24,
|
69 |
+
"hidden_act": "silu",
|
70 |
+
"hidden_size": 1536,
|
71 |
+
"image_size": 336,
|
72 |
+
"in_channels": 3,
|
73 |
+
"initializer_range": 0.02,
|
74 |
+
"intermediate_size": 10944,
|
75 |
+
"model_type": "glm4v_moe",
|
76 |
+
"num_heads": 12,
|
77 |
+
"out_hidden_size": 4096,
|
78 |
+
"patch_size": 14,
|
79 |
+
"rms_norm_eps": 1e-05,
|
80 |
+
"spatial_merge_size": 2,
|
81 |
+
"temporal_patch_size": 2
|
82 |
+
}
|
83 |
+
}
|
generation_config.json
ADDED
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|
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+
{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"do_sample": true,
|
4 |
+
"eos_token_id": [
|
5 |
+
151329,
|
6 |
+
151336,
|
7 |
+
151338
|
8 |
+
],
|
9 |
+
"pad_token_id": 151329,
|
10 |
+
"temperature": 1.0,
|
11 |
+
"top_k": 1,
|
12 |
+
"top_p": 0.0001,
|
13 |
+
"transformers_version": "4.55.0.dev"
|
14 |
+
}
|
model-00001-of-00015.safetensors
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size 5012157372
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model-00002-of-00015.safetensors
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model-00007-of-00015.safetensors
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"normalized": false,
|
167 |
+
"rstrip": false,
|
168 |
+
"single_word": false,
|
169 |
+
"special": true
|
170 |
+
},
|
171 |
+
"151350": {
|
172 |
+
"content": "<think>",
|
173 |
+
"lstrip": false,
|
174 |
+
"normalized": false,
|
175 |
+
"rstrip": false,
|
176 |
+
"single_word": false,
|
177 |
+
"special": false
|
178 |
+
},
|
179 |
+
"151351": {
|
180 |
+
"content": "</think>",
|
181 |
+
"lstrip": false,
|
182 |
+
"normalized": false,
|
183 |
+
"rstrip": false,
|
184 |
+
"single_word": false,
|
185 |
+
"special": false
|
186 |
+
},
|
187 |
+
"151352": {
|
188 |
+
"content": "<tool_call>",
|
189 |
+
"lstrip": false,
|
190 |
+
"normalized": false,
|
191 |
+
"rstrip": false,
|
192 |
+
"single_word": false,
|
193 |
+
"special": false
|
194 |
+
},
|
195 |
+
"151353": {
|
196 |
+
"content": "</tool_call>",
|
197 |
+
"lstrip": false,
|
198 |
+
"normalized": false,
|
199 |
+
"rstrip": false,
|
200 |
+
"single_word": false,
|
201 |
+
"special": false
|
202 |
+
},
|
203 |
+
"151354": {
|
204 |
+
"content": "<tool_response>",
|
205 |
+
"lstrip": false,
|
206 |
+
"normalized": false,
|
207 |
+
"rstrip": false,
|
208 |
+
"single_word": false,
|
209 |
+
"special": false
|
210 |
+
},
|
211 |
+
"151355": {
|
212 |
+
"content": "</tool_response>",
|
213 |
+
"lstrip": false,
|
214 |
+
"normalized": false,
|
215 |
+
"rstrip": false,
|
216 |
+
"single_word": false,
|
217 |
+
"special": false
|
218 |
+
},
|
219 |
+
"151356": {
|
220 |
+
"content": "<arg_key>",
|
221 |
+
"lstrip": false,
|
222 |
+
"normalized": false,
|
223 |
+
"rstrip": false,
|
224 |
+
"single_word": false,
|
225 |
+
"special": false
|
226 |
+
},
|
227 |
+
"151357": {
|
228 |
+
"content": "</arg_key>",
|
229 |
+
"lstrip": false,
|
230 |
+
"normalized": false,
|
231 |
+
"rstrip": false,
|
232 |
+
"single_word": false,
|
233 |
+
"special": false
|
234 |
+
},
|
235 |
+
"151358": {
|
236 |
+
"content": "<arg_value>",
|
237 |
+
"lstrip": false,
|
238 |
+
"normalized": false,
|
239 |
+
"rstrip": false,
|
240 |
+
"single_word": false,
|
241 |
+
"special": false
|
242 |
+
},
|
243 |
+
"151359": {
|
244 |
+
"content": "</arg_value>",
|
245 |
+
"lstrip": false,
|
246 |
+
"normalized": false,
|
247 |
+
"rstrip": false,
|
248 |
+
"single_word": false,
|
249 |
+
"special": false
|
250 |
+
},
|
251 |
+
"151360": {
|
252 |
+
"content": "/nothink",
|
253 |
+
"lstrip": false,
|
254 |
+
"normalized": false,
|
255 |
+
"rstrip": false,
|
256 |
+
"single_word": false,
|
257 |
+
"special": true
|
258 |
+
},
|
259 |
+
"151361": {
|
260 |
+
"content": "<|begin_of_box|>",
|
261 |
+
"lstrip": false,
|
262 |
+
"normalized": false,
|
263 |
+
"rstrip": false,
|
264 |
+
"single_word": false,
|
265 |
+
"special": false
|
266 |
+
},
|
267 |
+
"151362": {
|
268 |
+
"content": "<|end_of_box|>",
|
269 |
+
"lstrip": false,
|
270 |
+
"normalized": false,
|
271 |
+
"rstrip": false,
|
272 |
+
"single_word": false,
|
273 |
+
"special": false
|
274 |
+
},
|
275 |
+
"151363": {
|
276 |
+
"content": "<|image|>",
|
277 |
+
"lstrip": false,
|
278 |
+
"normalized": false,
|
279 |
+
"rstrip": false,
|
280 |
+
"single_word": false,
|
281 |
+
"special": false
|
282 |
+
},
|
283 |
+
"151364": {
|
284 |
+
"content": "<|video|>",
|
285 |
+
"lstrip": false,
|
286 |
+
"normalized": false,
|
287 |
+
"rstrip": false,
|
288 |
+
"single_word": false,
|
289 |
+
"special": false
|
290 |
+
}
|
291 |
+
},
|
292 |
+
"additional_special_tokens": [
|
293 |
+
"<|endoftext|>",
|
294 |
+
"[MASK]",
|
295 |
+
"[gMASK]",
|
296 |
+
"[sMASK]",
|
297 |
+
"<sop>",
|
298 |
+
"<eop>",
|
299 |
+
"<|system|>",
|
300 |
+
"<|user|>",
|
301 |
+
"<|assistant|>",
|
302 |
+
"<|observation|>",
|
303 |
+
"<|begin_of_image|>",
|
304 |
+
"<|end_of_image|>",
|
305 |
+
"<|begin_of_video|>",
|
306 |
+
"<|end_of_video|>",
|
307 |
+
"<|begin_of_audio|>",
|
308 |
+
"<|end_of_audio|>",
|
309 |
+
"<|begin_of_transcription|>",
|
310 |
+
"<|end_of_transcription|>",
|
311 |
+
"<|code_prefix|>",
|
312 |
+
"<|code_middle|>",
|
313 |
+
"<|code_suffix|>",
|
314 |
+
"/nothink"
|
315 |
+
],
|
316 |
+
"clean_up_tokenization_spaces": false,
|
317 |
+
"do_lower_case": false,
|
318 |
+
"eos_token": "<|endoftext|>",
|
319 |
+
"extra_special_tokens": {},
|
320 |
+
"model_max_length": 128000,
|
321 |
+
"pad_token": "<|endoftext|>",
|
322 |
+
"padding_side": "left",
|
323 |
+
"processor_class": "Glm4vProcessor",
|
324 |
+
"remove_space": false,
|
325 |
+
"tokenizer_class": "PreTrainedTokenizerFast"
|
326 |
+
}
|
video_preprocessor_config.json
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"crop_size": null,
|
3 |
+
"data_format": "channels_first",
|
4 |
+
"default_to_square": true,
|
5 |
+
"device": null,
|
6 |
+
"do_center_crop": null,
|
7 |
+
"do_convert_rgb": true,
|
8 |
+
"do_normalize": true,
|
9 |
+
"do_pad": null,
|
10 |
+
"do_rescale": true,
|
11 |
+
"do_resize": true,
|
12 |
+
"do_sample_frames": true,
|
13 |
+
"fps": 2,
|
14 |
+
"image_mean": [
|
15 |
+
0.48145466,
|
16 |
+
0.4578275,
|
17 |
+
0.40821073
|
18 |
+
],
|
19 |
+
"image_std": [
|
20 |
+
0.26862954,
|
21 |
+
0.26130258,
|
22 |
+
0.27577711
|
23 |
+
],
|
24 |
+
"input_data_format": null,
|
25 |
+
"max_image_size": {
|
26 |
+
"longest_edge": 47040000
|
27 |
+
},
|
28 |
+
"merge_size": 2,
|
29 |
+
"num_frames": 16,
|
30 |
+
"patch_size": 14,
|
31 |
+
"processor_class": "Glm4vProcessor",
|
32 |
+
"resample": 3,
|
33 |
+
"rescale_factor": 0.00392156862745098,
|
34 |
+
"size": {
|
35 |
+
"longest_edge": 47040000,
|
36 |
+
"shortest_edge": 12544
|
37 |
+
},
|
38 |
+
"size_divisor": null,
|
39 |
+
"temporal_patch_size": 2,
|
40 |
+
"video_metadata": null,
|
41 |
+
"video_processor_type": "Glm4vVideoProcessor"
|
42 |
+
}
|