Image-Text-to-Text
Transformers
Safetensors
minimax_m3_vl
multimodal
Mixture of Experts
agent
coding
video
conversational
custom_code
Eval Results
8-bit precision
mxfp8
Instructions to use MiniMaxAI/MiniMax-M3.1-Flash with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use MiniMaxAI/MiniMax-M3.1-Flash with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="MiniMaxAI/MiniMax-M3.1-Flash", trust_remote_code=True) messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] pipe(text=messages)# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("MiniMaxAI/MiniMax-M3.1-Flash", trust_remote_code=True) model = AutoModelForMultimodalLM.from_pretrained("MiniMaxAI/MiniMax-M3.1-Flash", trust_remote_code=True, device_map="auto") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] inputs = processor.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=256) print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Inference
- HuggingChat
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use MiniMaxAI/MiniMax-M3.1-Flash with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "MiniMaxAI/MiniMax-M3.1-Flash" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "MiniMaxAI/MiniMax-M3.1-Flash", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker
docker model run hf.co/MiniMaxAI/MiniMax-M3.1-Flash
- SGLang
How to use MiniMaxAI/MiniMax-M3.1-Flash with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "MiniMaxAI/MiniMax-M3.1-Flash" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "MiniMaxAI/MiniMax-M3.1-Flash", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "MiniMaxAI/MiniMax-M3.1-Flash" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "MiniMaxAI/MiniMax-M3.1-Flash", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }' - Docker Model Runner
How to use MiniMaxAI/MiniMax-M3.1-Flash with Docker Model Runner:
docker model run hf.co/MiniMaxAI/MiniMax-M3.1-Flash
Add DSpark tokenizer files and update chat template
#5
by ryanlee-dev - opened
- chat_template.jinja +8 -1
- dspark/added_tokens.json +63 -0
- dspark/chat_template.jinja +255 -0
- dspark/merges.txt +0 -0
- dspark/special_tokens_map.json +16 -0
- dspark/tokenizer.json +0 -0
- dspark/tokenizer_config.json +501 -0
- dspark/vocab.json +0 -0
chat_template.jinja
CHANGED
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@@ -9,6 +9,7 @@
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| 9 |
{%- set think_end_token = '</mm:think>' -%}
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| 10 |
{%- set image_token = ']<]image[>[' -%}
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| 11 |
{%- set video_token = ']<]video[>[' -%}
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{#- Recursive XML renderer for tool_call arguments ======================== -#}
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| 13 |
{#- None values are intentionally skipped in mapping iteration so that
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`<key>null</key>` (which would round-trip to the literal string "null")
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@@ -50,6 +51,8 @@
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{{- image_token }}
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{%- elif item is mapping and item.type == 'video' -%}
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{{- video_token }}
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{%- elif item is string -%}
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{{- item }}
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{%- endif -%}
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@@ -81,7 +84,9 @@
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| 81 |
{{- 'You have a thinking capability that allows you to reason step by step before responding. When thinking is enabled, wrap your reasoning in ' ~ think_begin_token ~ think_end_token ~ ' tags before your response. When thinking is disabled, begin your response directly after the ' ~ think_end_token ~ ' prefix. When thinking is adaptive, decide on your own whether to think for the current turn.\n' }}
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| 82 |
{{- 'Current thinking mode: adaptive. You are encouraged to think for complex decision-making, multi-step reasoning, or when analyzing function/tool results.\n' }}
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{{- '</thinking_instructions>' }}
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-
{
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{%- if reasoning_effort is defined and reasoning_effort is not none -%}
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{{- '\n\n<effort>' ~ reasoning_effort ~ '</effort>' }}
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| 87 |
{%- elif effort is defined and effort is not none -%}
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@@ -217,6 +222,8 @@
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| 217 |
{{- image_token }}
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{%- elif tr is mapping and tr.type is defined and tr.type == 'video' -%}
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{{- video_token }}
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| 220 |
{%- else -%}
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{{- tr.output if tr.output is defined else (tr.text if tr.type == 'text' and tr.text is defined else tr) }}
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| 222 |
{%- endif -%}
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| 9 |
{%- set think_end_token = '</mm:think>' -%}
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| 10 |
{%- set image_token = ']<]image[>[' -%}
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| 11 |
{%- set video_token = ']<]video[>[' -%}
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| 12 |
+
{%- set frame_token = ']<]frame[>[' -%}
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| 13 |
{#- Recursive XML renderer for tool_call arguments ======================== -#}
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| 14 |
{#- None values are intentionally skipped in mapping iteration so that
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| 15 |
`<key>null</key>` (which would round-trip to the literal string "null")
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| 51 |
{{- image_token }}
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| 52 |
{%- elif item is mapping and item.type == 'video' -%}
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{{- video_token }}
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| 54 |
+
{%- elif item is mapping and item.type == 'frame' -%}
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| 55 |
+
{{- frame_token}}
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| 56 |
{%- elif item is string -%}
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{{- item }}
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| 58 |
{%- endif -%}
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| 84 |
{{- 'You have a thinking capability that allows you to reason step by step before responding. When thinking is enabled, wrap your reasoning in ' ~ think_begin_token ~ think_end_token ~ ' tags before your response. When thinking is disabled, begin your response directly after the ' ~ think_end_token ~ ' prefix. When thinking is adaptive, decide on your own whether to think for the current turn.\n' }}
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| 85 |
{{- 'Current thinking mode: adaptive. You are encouraged to think for complex decision-making, multi-step reasoning, or when analyzing function/tool results.\n' }}
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| 86 |
{{- '</thinking_instructions>' }}
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| 87 |
+
{%- if template_model_id is defined -%}
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| 88 |
+
{{- '\n\n<model_id>' ~ template_model_id ~ '</model_id>' }}
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+
{%- endif -%}
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| 90 |
{%- if reasoning_effort is defined and reasoning_effort is not none -%}
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| 91 |
{{- '\n\n<effort>' ~ reasoning_effort ~ '</effort>' }}
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| 92 |
{%- elif effort is defined and effort is not none -%}
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| 222 |
{{- image_token }}
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| 223 |
{%- elif tr is mapping and tr.type is defined and tr.type == 'video' -%}
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| 224 |
{{- video_token }}
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| 225 |
+
{%- elif tr is mapping and tr.type is defined and tr.type == 'frame' -%}
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| 226 |
+
{{- frame_token }}
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| 227 |
{%- else -%}
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| 228 |
{{- tr.output if tr.output is defined else (tr.text if tr.type == 'text' and tr.text is defined else tr) }}
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| 229 |
{%- endif -%}
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dspark/added_tokens.json
ADDED
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@@ -0,0 +1,63 @@
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+
{
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+
"]!p~[": 200000,
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+
"<fim_prefix>": 200001,
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+
"<fim_middle>": 200002,
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"<fim_suffix>": 200003,
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"<fim_pad>": 200004,
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| 7 |
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"<reponame>": 200005,
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| 8 |
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"<filename>": 200006,
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| 9 |
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"<gh_stars>": 200007,
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| 10 |
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"<issue_start>": 200008,
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| 11 |
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"<issue_comment>": 200009,
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| 12 |
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"<issue_closed>": 200010,
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| 13 |
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"<jupyter_start>": 200011,
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| 14 |
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"<jupyter_text>": 200012,
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| 15 |
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"<jupyter_code>": 200013,
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| 16 |
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"<jupyter_output>": 200014,
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| 17 |
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"<empty_output>": 200015,
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| 18 |
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"<commit_before>": 200016,
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| 19 |
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"<commit_msg>": 200017,
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| 20 |
+
"<commit_after>": 200018,
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| 21 |
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"]~b]": 200019,
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| 22 |
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"[e~[": 200020,
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| 23 |
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"]!d~[": 200021,
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| 24 |
+
"<function_call>": 200022,
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| 25 |
+
"<code_interpreter>": 200023,
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| 26 |
+
"]<]speech[>[": 200024,
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| 27 |
+
"]<]image[>[": 200025,
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| 28 |
+
"]<]video[>[": 200026,
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| 29 |
+
"]<]start of speech[>[": 200027,
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| 30 |
+
"]<]end of speech[>[": 200028,
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| 31 |
+
"]<]start of image[>[": 200029,
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| 32 |
+
"]<]end of image[>[": 200030,
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| 33 |
+
"]<]start of video[>[": 200031,
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| 34 |
+
"]<]end of video[>[": 200032,
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| 35 |
+
"]<]vision pad[>[": 200033,
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| 36 |
+
"]~!b[": 200034,
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| 37 |
+
"<jupyter_error>": 200035,
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| 38 |
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"<add_file>": 200036,
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| 39 |
+
"<delete_file>": 200037,
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| 40 |
+
"<rename_file>": 200038,
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| 41 |
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"<edit_file>": 200039,
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| 42 |
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"<commit_message>": 200040,
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| 43 |
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"<empty_source_file>": 200041,
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| 44 |
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"<repo_struct>": 200042,
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| 45 |
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"<code_context>": 200043,
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| 46 |
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"<file_content>": 200044,
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| 47 |
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"<source_files>": 200045,
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| 48 |
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"<pr_start>": 200046,
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| 49 |
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"<review_comment>": 200047,
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| 50 |
+
"<filepath>": 200048,
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| 51 |
+
"<file_sep>": 200049,
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| 52 |
+
"<think>": 200050,
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| 53 |
+
"</think>": 200051,
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| 54 |
+
"<tool_call>": 200052,
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| 55 |
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"</tool_call>": 200053,
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| 56 |
+
"]<]frame[>[": 200054,
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| 57 |
+
"]<]start of frame[>[": 200055,
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| 58 |
+
"]<]end of frame[>[": 200056,
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| 59 |
+
"<|content_altered_placeholder|>": 200057,
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| 60 |
+
"]<]minimax[>[": 200058,
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| 61 |
+
"<mm:think>": 200059,
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| 62 |
+
"</mm:think>": 200060
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| 63 |
+
}
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dspark/chat_template.jinja
ADDED
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@@ -0,0 +1,255 @@
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| 1 |
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{# ---------- special token variables ---------- #}
|
| 2 |
+
{%- set ns_token = ']<]minimax[>[' -%}
|
| 3 |
+
{%- set bod_token = ']~!b[' -%}
|
| 4 |
+
{%- set bos_token = ']~b]' -%}
|
| 5 |
+
{%- set eos_token = '[e~[' -%}
|
| 6 |
+
{%- set toolcall_begin_token = ns_token ~ '<tool_call>' -%}
|
| 7 |
+
{%- set toolcall_end_token = ns_token ~ '</tool_call>' -%}
|
| 8 |
+
{%- set think_begin_token = '<mm:think>' -%}
|
| 9 |
+
{%- set think_end_token = '</mm:think>' -%}
|
| 10 |
+
{%- set image_token = ']<]image[>[' -%}
|
| 11 |
+
{%- set video_token = ']<]video[>[' -%}
|
| 12 |
+
{%- set frame_token = ']<]frame[>[' -%}
|
| 13 |
+
{#- Recursive XML renderer for tool_call arguments ======================== -#}
|
| 14 |
+
{#- None values are intentionally skipped in mapping iteration so that
|
| 15 |
+
`<key>null</key>` (which would round-trip to the literal string "null")
|
| 16 |
+
never appears in the rendered tool_call. The convention is: omit the
|
| 17 |
+
field entirely. The top-level `_args` loop applies the same rule.
|
| 18 |
+
The `val is none` branch below is a safety net only — upstream cleaning
|
| 19 |
+
(drop_none_in_tool_arguments) should ensure no None ever reaches here. -#}
|
| 20 |
+
{%- macro to_xml(val, ns) -%}
|
| 21 |
+
{%- if val is mapping -%}
|
| 22 |
+
{%- for k, v in val.items() if v is not none -%}
|
| 23 |
+
{{ ns }}<{{ k }}>{{ to_xml(v, ns) }}{{ ns }}</{{ k }}>
|
| 24 |
+
{%- endfor -%}
|
| 25 |
+
{%- elif val is iterable and val is not string -%}
|
| 26 |
+
{%- for item in val -%}
|
| 27 |
+
{{ ns }}<item>{{ to_xml(item, ns) }}{{ ns }}</item>
|
| 28 |
+
{%- endfor -%}
|
| 29 |
+
{%- elif val is none -%}
|
| 30 |
+
{#- Should be unreachable when upstream cleaning is applied. -#}
|
| 31 |
+
{%- elif val is boolean -%}
|
| 32 |
+
{{ val | tojson }}
|
| 33 |
+
{%- else -%}
|
| 34 |
+
{{ val }}
|
| 35 |
+
{%- endif -%}
|
| 36 |
+
{%- endmacro -%}
|
| 37 |
+
{#- Tool Rendering Functions ============================================== -#}
|
| 38 |
+
{%- macro render_tool_namespace(namespace_name, tool_list) -%}
|
| 39 |
+
{%- for tool in tool_list -%}
|
| 40 |
+
<tool>{{ tool.function | tojson(ensure_ascii=False) }}</tool>
|
| 41 |
+
{% endfor -%}
|
| 42 |
+
{%- endmacro -%}
|
| 43 |
+
{%- macro visible_text(content) -%}
|
| 44 |
+
{%- if content is string -%}
|
| 45 |
+
{{ content }}
|
| 46 |
+
{%- elif content is iterable and content is not mapping -%}
|
| 47 |
+
{%- for item in content -%}
|
| 48 |
+
{%- if item is mapping and item.type == 'text' -%}
|
| 49 |
+
{{- item.text }}
|
| 50 |
+
{%- elif item is mapping and item.type == 'image' -%}
|
| 51 |
+
{{- image_token }}
|
| 52 |
+
{%- elif item is mapping and item.type == 'video' -%}
|
| 53 |
+
{{- video_token }}
|
| 54 |
+
{%- elif item is mapping and item.type == 'frame' -%}
|
| 55 |
+
{{- frame_token}}
|
| 56 |
+
{%- elif item is string -%}
|
| 57 |
+
{{- item }}
|
| 58 |
+
{%- endif -%}
|
| 59 |
+
{%- endfor -%}
|
| 60 |
+
{%- elif content is none -%}
|
| 61 |
+
{{- '' }}
|
| 62 |
+
{%- else -%}
|
| 63 |
+
{{- content }}
|
| 64 |
+
{%- endif -%}
|
| 65 |
+
{%- endmacro -%}
|
| 66 |
+
{#- System Message Construction ============================================ -#}
|
| 67 |
+
{%- macro build_system_message(system_message) -%}
|
| 68 |
+
{%- if system_message and system_message.content -%}
|
| 69 |
+
{{- visible_text(system_message.content) }}
|
| 70 |
+
{#- Handle current_date -#}
|
| 71 |
+
{%- if system_message.current_date -%}
|
| 72 |
+
{{- '\n' ~ 'Current date: ' + system_message.current_date }}
|
| 73 |
+
{%- endif -%}
|
| 74 |
+
{#- Handle current_location -#}
|
| 75 |
+
{%- if system_message.current_location -%}
|
| 76 |
+
{{- '\n' ~ 'Current location: ' + system_message.current_location }}
|
| 77 |
+
{%- endif -%}
|
| 78 |
+
{%- else -%}
|
| 79 |
+
{{- 'Your model version is MiniMax-M3.1, developed by MiniMax. Knowledge cutoff: January 2026. Founded in early 2022, MiniMax is a global AI foundation model company committed to advancing the frontiers of AI towards AGI.' }}
|
| 80 |
+
{%- endif -%}
|
| 81 |
+
|
| 82 |
+
{#- Thinking mode instructions -#}
|
| 83 |
+
{{- '\n\n<thinking_instructions>\n' }}
|
| 84 |
+
{{- 'You have a thinking capability that allows you to reason step by step before responding. When thinking is enabled, wrap your reasoning in ' ~ think_begin_token ~ think_end_token ~ ' tags before your response. When thinking is disabled, begin your response directly after the ' ~ think_end_token ~ ' prefix. When thinking is adaptive, decide on your own whether to think for the current turn.\n' }}
|
| 85 |
+
{{- 'Current thinking mode: adaptive. You are encouraged to think for complex decision-making, multi-step reasoning, or when analyzing function/tool results.\n' }}
|
| 86 |
+
{{- '</thinking_instructions>' }}
|
| 87 |
+
{%- if template_model_id is defined -%}
|
| 88 |
+
{{- '\n\n<model_id>' ~ template_model_id ~ '</model_id>' }}
|
| 89 |
+
{%- endif -%}
|
| 90 |
+
{%- if reasoning_effort is defined and reasoning_effort is not none -%}
|
| 91 |
+
{{- '\n\n<effort>' ~ reasoning_effort ~ '</effort>' }}
|
| 92 |
+
{%- elif effort is defined and effort is not none -%}
|
| 93 |
+
{{- '\n\n<effort>' ~ effort ~ '</effort>' }}
|
| 94 |
+
{%- endif -%}
|
| 95 |
+
{%- endmacro -%}
|
| 96 |
+
{%- macro build_developer_message(developer_message) -%}
|
| 97 |
+
{%- if developer_message and developer_message.content -%}
|
| 98 |
+
{{- visible_text(developer_message.content) }}
|
| 99 |
+
{%- else -%}
|
| 100 |
+
{%- if model_identity is not defined -%}
|
| 101 |
+
{%- set model_identity = "You are a helpful assistant." -%}
|
| 102 |
+
{%- endif -%}
|
| 103 |
+
{{- model_identity }}
|
| 104 |
+
{%- endif -%}
|
| 105 |
+
{%- endmacro -%}
|
| 106 |
+
{#- Main Template Logic ================================================= -#}
|
| 107 |
+
{#- Role mapping: root -> system sp (high priority), system/developer -> developer sp (low priority) -#}
|
| 108 |
+
{%- set system_message = none -%}
|
| 109 |
+
{%- set developer_message = none -%}
|
| 110 |
+
{%- set conversation_messages = messages -%}
|
| 111 |
+
{%- if messages and messages[0].role == "root" -%}
|
| 112 |
+
{%- set system_message = messages[0] -%}
|
| 113 |
+
{%- set conversation_messages = messages[1:] -%}
|
| 114 |
+
{%- if conversation_messages and conversation_messages[0].role in ["system", "developer"] -%}
|
| 115 |
+
{%- set developer_message = conversation_messages[0] -%}
|
| 116 |
+
{%- set conversation_messages = conversation_messages[1:] -%}
|
| 117 |
+
{%- endif -%}
|
| 118 |
+
{%- elif messages and messages[0].role in ["system", "developer"] -%}
|
| 119 |
+
{%- set developer_message = messages[0] -%}
|
| 120 |
+
{%- set conversation_messages = messages[1:] -%}
|
| 121 |
+
{%- endif -%}
|
| 122 |
+
{#- Render system sp (higher priority, root role only) -#}
|
| 123 |
+
{{- bod_token ~ bos_token ~ 'system' ~ '\n' }}
|
| 124 |
+
{{- build_system_message(system_message) }}
|
| 125 |
+
{{- eos_token ~ '\n' }}
|
| 126 |
+
|
| 127 |
+
{#- Render developer sp (lower priority: system/developer role + tools) -#}
|
| 128 |
+
{{- bos_token ~ 'developer' ~ '\n' }}
|
| 129 |
+
{{- build_developer_message(developer_message) }}
|
| 130 |
+
{%- if tools -%}
|
| 131 |
+
{{- '\n\n' ~ '# Tools' ~ '\n' ~ 'You may call one or more tools to assist with the user query.\nHere are the tools available in JSONSchema format:' ~ '\n' }}
|
| 132 |
+
{{- '\n' ~ '<tools>' ~ '\n' }}
|
| 133 |
+
{{- render_tool_namespace("functions", tools) }}
|
| 134 |
+
{{- '</tools>' ~ '\n\n' }}
|
| 135 |
+
{{- 'To call tools, wrap all invocations in a single ' ~ toolcall_begin_token ~ toolcall_end_token ~ ' block. Parameter values containing nested objects or arrays are recursively expanded into XML elements. Example:\n' }}
|
| 136 |
+
{{- '\n' ~ toolcall_begin_token ~ '\n' }}
|
| 137 |
+
{{- ns_token + '<invoke name="tool-name-1">' }}
|
| 138 |
+
{{- ns_token + '<param-1>value-1' + ns_token + '</param-1>' }}
|
| 139 |
+
{{- ns_token + '<param-2>' }}
|
| 140 |
+
{{- ns_token + '<item>' }}
|
| 141 |
+
{{- ns_token + '<key-a>val-a' + ns_token + '</key-a>' }}
|
| 142 |
+
{{- ns_token + '<key-b>val-b' + ns_token + '</key-b>' }}
|
| 143 |
+
{{- ns_token + '</item>' }}
|
| 144 |
+
{{- ns_token + '</param-2>' }}
|
| 145 |
+
{{- ns_token + '</invoke>\n' }}
|
| 146 |
+
{{- ns_token + '<invoke name="tool-name-2">' }}
|
| 147 |
+
{{- ns_token + '<param-1>value-1' + ns_token + '</param-1>' }}
|
| 148 |
+
{{- ns_token + '</invoke>\n' }}
|
| 149 |
+
{{- toolcall_end_token }}
|
| 150 |
+
{%- endif -%}
|
| 151 |
+
{{- eos_token ~ '\n' }}
|
| 152 |
+
|
| 153 |
+
{#- Render messages -#}
|
| 154 |
+
{%- set last_tool_call = namespace(name=none) -%}
|
| 155 |
+
{%- for message in conversation_messages -%}
|
| 156 |
+
{%- if message.role == 'assistant' -%}
|
| 157 |
+
{{- bos_token ~ 'ai' ~ '\n' }}
|
| 158 |
+
|
| 159 |
+
{%- set reasoning_content = '' %}
|
| 160 |
+
{%- set content = visible_text(message.content) %}
|
| 161 |
+
{%- if message.reasoning_content is string %}
|
| 162 |
+
{%- set reasoning_content = message.reasoning_content %}
|
| 163 |
+
{%- else %}
|
| 164 |
+
{%- if think_end_token in content %}
|
| 165 |
+
{%- set reasoning_content = content.split(think_end_token)[0].strip('\n').split(think_begin_token)[-1].strip('\n') %}
|
| 166 |
+
{%- set content = content.split(think_end_token)[-1].strip('\n') %}
|
| 167 |
+
{%- endif %}
|
| 168 |
+
{%- endif %}
|
| 169 |
+
|
| 170 |
+
{%- if reasoning_content -%}
|
| 171 |
+
{#- Render thinking for every assistant turn (all-turn visible) -#}
|
| 172 |
+
{{- think_begin_token ~ reasoning_content ~ think_end_token }}
|
| 173 |
+
{%- else -%}
|
| 174 |
+
{#- No thinking rendered → prefix with think_end_token -#}
|
| 175 |
+
{{- think_end_token }}
|
| 176 |
+
{%- endif -%}
|
| 177 |
+
|
| 178 |
+
{%- if content -%}
|
| 179 |
+
{{- content }}
|
| 180 |
+
{%- endif -%}
|
| 181 |
+
{%- if message.tool_calls -%}
|
| 182 |
+
{{- toolcall_begin_token ~ '\n' }}
|
| 183 |
+
|
| 184 |
+
{%- for tool_call in message.tool_calls -%}
|
| 185 |
+
{%- if tool_call.function -%}
|
| 186 |
+
{%- set tool_call = tool_call.function -%}
|
| 187 |
+
{%- endif -%}
|
| 188 |
+
{{- ns_token + '<invoke name="' + tool_call.name + '">' }}
|
| 189 |
+
{%- set _args = tool_call.arguments -%}
|
| 190 |
+
{%- for k, v in _args.items() if v is not none %}
|
| 191 |
+
{{- ns_token + '<' + k + '>' -}}
|
| 192 |
+
{{- to_xml(v, ns_token) -}}
|
| 193 |
+
{{- ns_token + '</' + k + '>' }}
|
| 194 |
+
{%- endfor -%}
|
| 195 |
+
{{- ns_token + '</invoke>' ~ '\n' }}
|
| 196 |
+
{%- endfor -%}
|
| 197 |
+
|
| 198 |
+
{{- toolcall_end_token }}
|
| 199 |
+
{%- if message.tool_calls[-1].function -%}
|
| 200 |
+
{%- set last_tool_call.name = message.tool_calls[-1].function.name -%}
|
| 201 |
+
{%- else -%}
|
| 202 |
+
{%- set last_tool_call.name = message.tool_calls[-1].name -%}
|
| 203 |
+
{%- endif -%}
|
| 204 |
+
{%- else -%}
|
| 205 |
+
{%- set last_tool_call.name = none -%}
|
| 206 |
+
{%- endif -%}
|
| 207 |
+
{{- eos_token ~ '\n' }}
|
| 208 |
+
|
| 209 |
+
{%- elif message.role == 'tool' -%}
|
| 210 |
+
{%- if last_tool_call.name is none -%}
|
| 211 |
+
{{- raise_exception("Message has tool role, but there was no previous assistant message with a tool call!") }}
|
| 212 |
+
{%- endif -%}
|
| 213 |
+
{%- if loop.first or (conversation_messages[loop.index0 - 1].role != 'tool') -%}
|
| 214 |
+
{{- bos_token ~ 'tool' }}
|
| 215 |
+
{%- endif -%}
|
| 216 |
+
{{- '\n<response>' }}
|
| 217 |
+
{%- if message.content is string -%}
|
| 218 |
+
{{- message.content }}
|
| 219 |
+
{%- else -%}
|
| 220 |
+
{%- for tr in message.content -%}
|
| 221 |
+
{%- if tr is mapping and tr.type is defined and tr.type == 'image' -%}
|
| 222 |
+
{{- image_token }}
|
| 223 |
+
{%- elif tr is mapping and tr.type is defined and tr.type == 'video' -%}
|
| 224 |
+
{{- video_token }}
|
| 225 |
+
{%- elif tr is mapping and tr.type is defined and tr.type == 'frame' -%}
|
| 226 |
+
{{- frame_token }}
|
| 227 |
+
{%- else -%}
|
| 228 |
+
{{- tr.output if tr.output is defined else (tr.text if tr.type == 'text' and tr.text is defined else tr) }}
|
| 229 |
+
{%- endif -%}
|
| 230 |
+
{%- endfor -%}
|
| 231 |
+
{%- endif -%}
|
| 232 |
+
{{- '</response>' }}
|
| 233 |
+
{%- if loop.last or (conversation_messages[loop.index0 + 1].role != 'tool') -%}
|
| 234 |
+
{{- eos_token ~ '\n' -}}
|
| 235 |
+
{%- endif -%}
|
| 236 |
+
|
| 237 |
+
{%- elif message.role in ['system', 'developer'] -%}
|
| 238 |
+
{#- Mid-conversation system/developer messages keep their position and
|
| 239 |
+
map to the lower-priority M3 developer role. -#}
|
| 240 |
+
{{- bos_token ~ 'developer' ~ '\n' }}
|
| 241 |
+
{{- build_developer_message(message) }}
|
| 242 |
+
{{- eos_token ~ '\n' }}
|
| 243 |
+
|
| 244 |
+
{%- elif message.role == 'user' -%}
|
| 245 |
+
{{- bos_token ~ 'user' ~ '\n' }}
|
| 246 |
+
{{- visible_text(message.content) }}
|
| 247 |
+
{{- eos_token ~ '\n' }}
|
| 248 |
+
{%- endif -%}
|
| 249 |
+
{%- endfor -%}
|
| 250 |
+
|
| 251 |
+
{#- Generation prompt -#}
|
| 252 |
+
{%- if add_generation_prompt -%}
|
| 253 |
+
{{- bos_token ~ 'ai' ~ '\n' }}
|
| 254 |
+
{#- adaptive: no prefix, let model decide -#}
|
| 255 |
+
{%- endif -%}
|
dspark/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
dspark/special_tokens_map.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "]~b]",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "[e~[",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
}
|
| 16 |
+
}
|
dspark/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
dspark/tokenizer_config.json
ADDED
|
@@ -0,0 +1,501 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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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|
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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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|
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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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|
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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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|
|
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"200000": {
|
| 5 |
+
"content": "]!p~[",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"200001": {
|
| 13 |
+
"content": "<fim_prefix>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"200002": {
|
| 21 |
+
"content": "<fim_middle>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"200003": {
|
| 29 |
+
"content": "<fim_suffix>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"200004": {
|
| 37 |
+
"content": "<fim_pad>",
|
| 38 |
+
"lstrip": false,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"200005": {
|
| 45 |
+
"content": "<reponame>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false,
|
| 50 |
+
"special": true
|
| 51 |
+
},
|
| 52 |
+
"200006": {
|
| 53 |
+
"content": "<filename>",
|
| 54 |
+
"lstrip": false,
|
| 55 |
+
"normalized": false,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false,
|
| 58 |
+
"special": true
|
| 59 |
+
},
|
| 60 |
+
"200007": {
|
| 61 |
+
"content": "<gh_stars>",
|
| 62 |
+
"lstrip": false,
|
| 63 |
+
"normalized": false,
|
| 64 |
+
"rstrip": false,
|
| 65 |
+
"single_word": false,
|
| 66 |
+
"special": true
|
| 67 |
+
},
|
| 68 |
+
"200008": {
|
| 69 |
+
"content": "<issue_start>",
|
| 70 |
+
"lstrip": false,
|
| 71 |
+
"normalized": false,
|
| 72 |
+
"rstrip": false,
|
| 73 |
+
"single_word": false,
|
| 74 |
+
"special": true
|
| 75 |
+
},
|
| 76 |
+
"200009": {
|
| 77 |
+
"content": "<issue_comment>",
|
| 78 |
+
"lstrip": false,
|
| 79 |
+
"normalized": false,
|
| 80 |
+
"rstrip": false,
|
| 81 |
+
"single_word": false,
|
| 82 |
+
"special": true
|
| 83 |
+
},
|
| 84 |
+
"200010": {
|
| 85 |
+
"content": "<issue_closed>",
|
| 86 |
+
"lstrip": false,
|
| 87 |
+
"normalized": false,
|
| 88 |
+
"rstrip": false,
|
| 89 |
+
"single_word": false,
|
| 90 |
+
"special": true
|
| 91 |
+
},
|
| 92 |
+
"200011": {
|
| 93 |
+
"content": "<jupyter_start>",
|
| 94 |
+
"lstrip": false,
|
| 95 |
+
"normalized": false,
|
| 96 |
+
"rstrip": false,
|
| 97 |
+
"single_word": false,
|
| 98 |
+
"special": true
|
| 99 |
+
},
|
| 100 |
+
"200012": {
|
| 101 |
+
"content": "<jupyter_text>",
|
| 102 |
+
"lstrip": false,
|
| 103 |
+
"normalized": false,
|
| 104 |
+
"rstrip": false,
|
| 105 |
+
"single_word": false,
|
| 106 |
+
"special": true
|
| 107 |
+
},
|
| 108 |
+
"200013": {
|
| 109 |
+
"content": "<jupyter_code>",
|
| 110 |
+
"lstrip": false,
|
| 111 |
+
"normalized": false,
|
| 112 |
+
"rstrip": false,
|
| 113 |
+
"single_word": false,
|
| 114 |
+
"special": true
|
| 115 |
+
},
|
| 116 |
+
"200014": {
|
| 117 |
+
"content": "<jupyter_output>",
|
| 118 |
+
"lstrip": false,
|
| 119 |
+
"normalized": false,
|
| 120 |
+
"rstrip": false,
|
| 121 |
+
"single_word": false,
|
| 122 |
+
"special": true
|
| 123 |
+
},
|
| 124 |
+
"200015": {
|
| 125 |
+
"content": "<empty_output>",
|
| 126 |
+
"lstrip": false,
|
| 127 |
+
"normalized": false,
|
| 128 |
+
"rstrip": false,
|
| 129 |
+
"single_word": false,
|
| 130 |
+
"special": true
|
| 131 |
+
},
|
| 132 |
+
"200016": {
|
| 133 |
+
"content": "<commit_before>",
|
| 134 |
+
"lstrip": false,
|
| 135 |
+
"normalized": false,
|
| 136 |
+
"rstrip": false,
|
| 137 |
+
"single_word": false,
|
| 138 |
+
"special": true
|
| 139 |
+
},
|
| 140 |
+
"200017": {
|
| 141 |
+
"content": "<commit_msg>",
|
| 142 |
+
"lstrip": false,
|
| 143 |
+
"normalized": false,
|
| 144 |
+
"rstrip": false,
|
| 145 |
+
"single_word": false,
|
| 146 |
+
"special": true
|
| 147 |
+
},
|
| 148 |
+
"200018": {
|
| 149 |
+
"content": "<commit_after>",
|
| 150 |
+
"lstrip": false,
|
| 151 |
+
"normalized": false,
|
| 152 |
+
"rstrip": false,
|
| 153 |
+
"single_word": false,
|
| 154 |
+
"special": true
|
| 155 |
+
},
|
| 156 |
+
"200019": {
|
| 157 |
+
"content": "]~b]",
|
| 158 |
+
"lstrip": false,
|
| 159 |
+
"normalized": false,
|
| 160 |
+
"rstrip": false,
|
| 161 |
+
"single_word": false,
|
| 162 |
+
"special": true
|
| 163 |
+
},
|
| 164 |
+
"200020": {
|
| 165 |
+
"content": "[e~[",
|
| 166 |
+
"lstrip": false,
|
| 167 |
+
"normalized": false,
|
| 168 |
+
"rstrip": false,
|
| 169 |
+
"single_word": false,
|
| 170 |
+
"special": true
|
| 171 |
+
},
|
| 172 |
+
"200021": {
|
| 173 |
+
"content": "]!d~[",
|
| 174 |
+
"lstrip": false,
|
| 175 |
+
"normalized": false,
|
| 176 |
+
"rstrip": false,
|
| 177 |
+
"single_word": false,
|
| 178 |
+
"special": true
|
| 179 |
+
},
|
| 180 |
+
"200022": {
|
| 181 |
+
"content": "<function_call>",
|
| 182 |
+
"lstrip": false,
|
| 183 |
+
"normalized": false,
|
| 184 |
+
"rstrip": false,
|
| 185 |
+
"single_word": false,
|
| 186 |
+
"special": true
|
| 187 |
+
},
|
| 188 |
+
"200023": {
|
| 189 |
+
"content": "<code_interpreter>",
|
| 190 |
+
"lstrip": false,
|
| 191 |
+
"normalized": false,
|
| 192 |
+
"rstrip": false,
|
| 193 |
+
"single_word": false,
|
| 194 |
+
"special": true
|
| 195 |
+
},
|
| 196 |
+
"200024": {
|
| 197 |
+
"content": "]<]speech[>[",
|
| 198 |
+
"lstrip": false,
|
| 199 |
+
"normalized": false,
|
| 200 |
+
"rstrip": false,
|
| 201 |
+
"single_word": false,
|
| 202 |
+
"special": true
|
| 203 |
+
},
|
| 204 |
+
"200025": {
|
| 205 |
+
"content": "]<]image[>[",
|
| 206 |
+
"lstrip": false,
|
| 207 |
+
"normalized": false,
|
| 208 |
+
"rstrip": false,
|
| 209 |
+
"single_word": false,
|
| 210 |
+
"special": true
|
| 211 |
+
},
|
| 212 |
+
"200026": {
|
| 213 |
+
"content": "]<]video[>[",
|
| 214 |
+
"lstrip": false,
|
| 215 |
+
"normalized": false,
|
| 216 |
+
"rstrip": false,
|
| 217 |
+
"single_word": false,
|
| 218 |
+
"special": true
|
| 219 |
+
},
|
| 220 |
+
"200027": {
|
| 221 |
+
"content": "]<]start of speech[>[",
|
| 222 |
+
"lstrip": false,
|
| 223 |
+
"normalized": false,
|
| 224 |
+
"rstrip": false,
|
| 225 |
+
"single_word": false,
|
| 226 |
+
"special": true
|
| 227 |
+
},
|
| 228 |
+
"200028": {
|
| 229 |
+
"content": "]<]end of speech[>[",
|
| 230 |
+
"lstrip": false,
|
| 231 |
+
"normalized": false,
|
| 232 |
+
"rstrip": false,
|
| 233 |
+
"single_word": false,
|
| 234 |
+
"special": true
|
| 235 |
+
},
|
| 236 |
+
"200029": {
|
| 237 |
+
"content": "]<]start of image[>[",
|
| 238 |
+
"lstrip": false,
|
| 239 |
+
"normalized": false,
|
| 240 |
+
"rstrip": false,
|
| 241 |
+
"single_word": false,
|
| 242 |
+
"special": true
|
| 243 |
+
},
|
| 244 |
+
"200030": {
|
| 245 |
+
"content": "]<]end of image[>[",
|
| 246 |
+
"lstrip": false,
|
| 247 |
+
"normalized": false,
|
| 248 |
+
"rstrip": false,
|
| 249 |
+
"single_word": false,
|
| 250 |
+
"special": true
|
| 251 |
+
},
|
| 252 |
+
"200031": {
|
| 253 |
+
"content": "]<]start of video[>[",
|
| 254 |
+
"lstrip": false,
|
| 255 |
+
"normalized": false,
|
| 256 |
+
"rstrip": false,
|
| 257 |
+
"single_word": false,
|
| 258 |
+
"special": true
|
| 259 |
+
},
|
| 260 |
+
"200032": {
|
| 261 |
+
"content": "]<]end of video[>[",
|
| 262 |
+
"lstrip": false,
|
| 263 |
+
"normalized": false,
|
| 264 |
+
"rstrip": false,
|
| 265 |
+
"single_word": false,
|
| 266 |
+
"special": true
|
| 267 |
+
},
|
| 268 |
+
"200033": {
|
| 269 |
+
"content": "]<]vision pad[>[",
|
| 270 |
+
"lstrip": false,
|
| 271 |
+
"normalized": false,
|
| 272 |
+
"rstrip": false,
|
| 273 |
+
"single_word": false,
|
| 274 |
+
"special": true
|
| 275 |
+
},
|
| 276 |
+
"200034": {
|
| 277 |
+
"content": "]~!b[",
|
| 278 |
+
"lstrip": false,
|
| 279 |
+
"normalized": false,
|
| 280 |
+
"rstrip": false,
|
| 281 |
+
"single_word": false,
|
| 282 |
+
"special": true
|
| 283 |
+
},
|
| 284 |
+
"200035": {
|
| 285 |
+
"content": "<jupyter_error>",
|
| 286 |
+
"lstrip": false,
|
| 287 |
+
"normalized": false,
|
| 288 |
+
"rstrip": false,
|
| 289 |
+
"single_word": false,
|
| 290 |
+
"special": true
|
| 291 |
+
},
|
| 292 |
+
"200036": {
|
| 293 |
+
"content": "<add_file>",
|
| 294 |
+
"lstrip": false,
|
| 295 |
+
"normalized": false,
|
| 296 |
+
"rstrip": false,
|
| 297 |
+
"single_word": false,
|
| 298 |
+
"special": true
|
| 299 |
+
},
|
| 300 |
+
"200037": {
|
| 301 |
+
"content": "<delete_file>",
|
| 302 |
+
"lstrip": false,
|
| 303 |
+
"normalized": false,
|
| 304 |
+
"rstrip": false,
|
| 305 |
+
"single_word": false,
|
| 306 |
+
"special": true
|
| 307 |
+
},
|
| 308 |
+
"200038": {
|
| 309 |
+
"content": "<rename_file>",
|
| 310 |
+
"lstrip": false,
|
| 311 |
+
"normalized": false,
|
| 312 |
+
"rstrip": false,
|
| 313 |
+
"single_word": false,
|
| 314 |
+
"special": true
|
| 315 |
+
},
|
| 316 |
+
"200039": {
|
| 317 |
+
"content": "<edit_file>",
|
| 318 |
+
"lstrip": false,
|
| 319 |
+
"normalized": false,
|
| 320 |
+
"rstrip": false,
|
| 321 |
+
"single_word": false,
|
| 322 |
+
"special": true
|
| 323 |
+
},
|
| 324 |
+
"200040": {
|
| 325 |
+
"content": "<commit_message>",
|
| 326 |
+
"lstrip": false,
|
| 327 |
+
"normalized": false,
|
| 328 |
+
"rstrip": false,
|
| 329 |
+
"single_word": false,
|
| 330 |
+
"special": true
|
| 331 |
+
},
|
| 332 |
+
"200041": {
|
| 333 |
+
"content": "<empty_source_file>",
|
| 334 |
+
"lstrip": false,
|
| 335 |
+
"normalized": false,
|
| 336 |
+
"rstrip": false,
|
| 337 |
+
"single_word": false,
|
| 338 |
+
"special": true
|
| 339 |
+
},
|
| 340 |
+
"200042": {
|
| 341 |
+
"content": "<repo_struct>",
|
| 342 |
+
"lstrip": false,
|
| 343 |
+
"normalized": false,
|
| 344 |
+
"rstrip": false,
|
| 345 |
+
"single_word": false,
|
| 346 |
+
"special": true
|
| 347 |
+
},
|
| 348 |
+
"200043": {
|
| 349 |
+
"content": "<code_context>",
|
| 350 |
+
"lstrip": false,
|
| 351 |
+
"normalized": false,
|
| 352 |
+
"rstrip": false,
|
| 353 |
+
"single_word": false,
|
| 354 |
+
"special": true
|
| 355 |
+
},
|
| 356 |
+
"200044": {
|
| 357 |
+
"content": "<file_content>",
|
| 358 |
+
"lstrip": false,
|
| 359 |
+
"normalized": false,
|
| 360 |
+
"rstrip": false,
|
| 361 |
+
"single_word": false,
|
| 362 |
+
"special": true
|
| 363 |
+
},
|
| 364 |
+
"200045": {
|
| 365 |
+
"content": "<source_files>",
|
| 366 |
+
"lstrip": false,
|
| 367 |
+
"normalized": false,
|
| 368 |
+
"rstrip": false,
|
| 369 |
+
"single_word": false,
|
| 370 |
+
"special": true
|
| 371 |
+
},
|
| 372 |
+
"200046": {
|
| 373 |
+
"content": "<pr_start>",
|
| 374 |
+
"lstrip": false,
|
| 375 |
+
"normalized": false,
|
| 376 |
+
"rstrip": false,
|
| 377 |
+
"single_word": false,
|
| 378 |
+
"special": true
|
| 379 |
+
},
|
| 380 |
+
"200047": {
|
| 381 |
+
"content": "<review_comment>",
|
| 382 |
+
"lstrip": false,
|
| 383 |
+
"normalized": false,
|
| 384 |
+
"rstrip": false,
|
| 385 |
+
"single_word": false,
|
| 386 |
+
"special": true
|
| 387 |
+
},
|
| 388 |
+
"200048": {
|
| 389 |
+
"content": "<filepath>",
|
| 390 |
+
"lstrip": false,
|
| 391 |
+
"normalized": false,
|
| 392 |
+
"rstrip": false,
|
| 393 |
+
"single_word": false,
|
| 394 |
+
"special": true
|
| 395 |
+
},
|
| 396 |
+
"200049": {
|
| 397 |
+
"content": "<file_sep>",
|
| 398 |
+
"lstrip": false,
|
| 399 |
+
"normalized": false,
|
| 400 |
+
"rstrip": false,
|
| 401 |
+
"single_word": false,
|
| 402 |
+
"special": true
|
| 403 |
+
},
|
| 404 |
+
"200050": {
|
| 405 |
+
"content": "<think>",
|
| 406 |
+
"lstrip": false,
|
| 407 |
+
"normalized": false,
|
| 408 |
+
"rstrip": false,
|
| 409 |
+
"single_word": false,
|
| 410 |
+
"special": false
|
| 411 |
+
},
|
| 412 |
+
"200051": {
|
| 413 |
+
"content": "</think>",
|
| 414 |
+
"lstrip": false,
|
| 415 |
+
"normalized": false,
|
| 416 |
+
"rstrip": false,
|
| 417 |
+
"single_word": false,
|
| 418 |
+
"special": false
|
| 419 |
+
},
|
| 420 |
+
"200052": {
|
| 421 |
+
"content": "<tool_call>",
|
| 422 |
+
"lstrip": false,
|
| 423 |
+
"normalized": false,
|
| 424 |
+
"rstrip": false,
|
| 425 |
+
"single_word": false,
|
| 426 |
+
"special": false
|
| 427 |
+
},
|
| 428 |
+
"200053": {
|
| 429 |
+
"content": "</tool_call>",
|
| 430 |
+
"lstrip": false,
|
| 431 |
+
"normalized": false,
|
| 432 |
+
"rstrip": false,
|
| 433 |
+
"single_word": false,
|
| 434 |
+
"special": false
|
| 435 |
+
},
|
| 436 |
+
"200054": {
|
| 437 |
+
"content": "]<]frame[>[",
|
| 438 |
+
"lstrip": false,
|
| 439 |
+
"normalized": false,
|
| 440 |
+
"rstrip": false,
|
| 441 |
+
"single_word": false,
|
| 442 |
+
"special": true
|
| 443 |
+
},
|
| 444 |
+
"200055": {
|
| 445 |
+
"content": "]<]start of frame[>[",
|
| 446 |
+
"lstrip": false,
|
| 447 |
+
"normalized": false,
|
| 448 |
+
"rstrip": false,
|
| 449 |
+
"single_word": false,
|
| 450 |
+
"special": true
|
| 451 |
+
},
|
| 452 |
+
"200056": {
|
| 453 |
+
"content": "]<]end of frame[>[",
|
| 454 |
+
"lstrip": false,
|
| 455 |
+
"normalized": false,
|
| 456 |
+
"rstrip": false,
|
| 457 |
+
"single_word": false,
|
| 458 |
+
"special": true
|
| 459 |
+
},
|
| 460 |
+
"200057": {
|
| 461 |
+
"content": "<|content_altered_placeholder|>",
|
| 462 |
+
"lstrip": false,
|
| 463 |
+
"normalized": false,
|
| 464 |
+
"rstrip": false,
|
| 465 |
+
"single_word": false,
|
| 466 |
+
"special": true
|
| 467 |
+
},
|
| 468 |
+
"200058": {
|
| 469 |
+
"content": "]<]minimax[>[",
|
| 470 |
+
"lstrip": false,
|
| 471 |
+
"normalized": false,
|
| 472 |
+
"rstrip": false,
|
| 473 |
+
"single_word": false,
|
| 474 |
+
"special": false
|
| 475 |
+
},
|
| 476 |
+
"200059": {
|
| 477 |
+
"content": "<mm:think>",
|
| 478 |
+
"lstrip": false,
|
| 479 |
+
"normalized": false,
|
| 480 |
+
"rstrip": false,
|
| 481 |
+
"single_word": false,
|
| 482 |
+
"special": false
|
| 483 |
+
},
|
| 484 |
+
"200060": {
|
| 485 |
+
"content": "</mm:think>",
|
| 486 |
+
"lstrip": false,
|
| 487 |
+
"normalized": false,
|
| 488 |
+
"rstrip": false,
|
| 489 |
+
"single_word": false,
|
| 490 |
+
"special": false
|
| 491 |
+
}
|
| 492 |
+
},
|
| 493 |
+
"bos_token": "]~b]",
|
| 494 |
+
"clean_up_tokenization_spaces": false,
|
| 495 |
+
"eos_token": "[e~[",
|
| 496 |
+
"pad_token": "]!p~[",
|
| 497 |
+
"model_max_length": 40960000,
|
| 498 |
+
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 499 |
+
"unk_token": "[e~["
|
| 500 |
+
}
|
| 501 |
+
|
dspark/vocab.json
ADDED
|
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|
|
|