Instructions to use altic-dev/FluidIntelligence with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use altic-dev/FluidIntelligence with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf altic-dev/FluidIntelligence:Q4_K_M # Run inference directly in the terminal: llama cli -hf altic-dev/FluidIntelligence:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf altic-dev/FluidIntelligence:Q4_K_M # Run inference directly in the terminal: llama cli -hf altic-dev/FluidIntelligence:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf altic-dev/FluidIntelligence:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf altic-dev/FluidIntelligence:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf altic-dev/FluidIntelligence:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf altic-dev/FluidIntelligence:Q4_K_M
Use Docker
docker model run hf.co/altic-dev/FluidIntelligence:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use altic-dev/FluidIntelligence with Ollama:
ollama run hf.co/altic-dev/FluidIntelligence:Q4_K_M
- Unsloth Studio
How to use altic-dev/FluidIntelligence with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for altic-dev/FluidIntelligence to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for altic-dev/FluidIntelligence to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for altic-dev/FluidIntelligence to start chatting
- Pi
How to use altic-dev/FluidIntelligence with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf altic-dev/FluidIntelligence:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "altic-dev/FluidIntelligence:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use altic-dev/FluidIntelligence with Docker Model Runner:
docker model run hf.co/altic-dev/FluidIntelligence:Q4_K_M
- Lemonade
How to use altic-dev/FluidIntelligence with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull altic-dev/FluidIntelligence:Q4_K_M
Run and chat with the model
lemonade run user.FluidIntelligence-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use altic-dev/FluidIntelligence with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf altic-dev/FluidIntelligence:Q4_K_M
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default altic-dev/FluidIntelligence:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use altic-dev/FluidIntelligence with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf altic-dev/FluidIntelligence:Q4_K_M
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "altic-dev/FluidIntelligence:Q4_K_M" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
Remove obsolete Pico paths and ambiguous license file
Browse files- models/fluid-1-pico-mlx-6bit-sync-step250/LICENSE +0 -202
- models/fluid-1-pico-mlx-6bit-sync-step250/README.md +0 -29
- models/fluid-1-pico-mlx-6bit-sync-step250/chat_template.jinja +0 -154
- models/fluid-1-pico-mlx-6bit-sync-step250/config.json +0 -118
- models/fluid-1-pico-mlx-6bit-sync-step250/fluid-model.json +0 -11
- models/fluid-1-pico-mlx-6bit-sync-step250/merge_manifest.json +0 -5
- models/fluid-1-pico-mlx-6bit-sync-step250/model.safetensors +0 -3
- models/fluid-1-pico-mlx-6bit-sync-step250/model.safetensors.index.json +0 -570
- models/fluid-1-pico-mlx-6bit-sync-step250/processor_config.json +0 -60
- models/fluid-1-pico-mlx-6bit-sync-step250/tokenizer.json +0 -3
- models/fluid-1-pico-mlx-6bit-sync-step250/tokenizer_config.json +0 -34
- models/fluid-1-pico/LICENSE +0 -202
models/fluid-1-pico-mlx-6bit-sync-step250/LICENSE
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models/fluid-1-pico-mlx-6bit-sync-step250/README.md
DELETED
|
@@ -1,29 +0,0 @@
|
|
| 1 |
-
---
|
| 2 |
-
language: en
|
| 3 |
-
pipeline_tag: text-generation
|
| 4 |
-
library_name: mlx
|
| 5 |
-
license: apache-2.0
|
| 6 |
-
tags:
|
| 7 |
-
- mlx
|
| 8 |
-
- qwen3.5
|
| 9 |
-
- dictation
|
| 10 |
-
- fluid-1
|
| 11 |
-
---
|
| 12 |
-
|
| 13 |
-
# Fluid-1 Pico
|
| 14 |
-
|
| 15 |
-
Fluid-1 Pico is an English dictation-polishing checkpoint derived from
|
| 16 |
-
`Qwen/Qwen3.5-0.8B` and converted for MLX inference.
|
| 17 |
-
|
| 18 |
-
- Training selection: `qwen35-08b-list-request-boundary-sync-v1/checkpoint-250`
|
| 19 |
-
- Merged source: `merged-selected-step250`
|
| 20 |
-
- Quantization: 6-bit affine, group size 64
|
| 21 |
-
- Runtime task: dictation enhancement only
|
| 22 |
-
- Native MTP: included in the weights but disabled because depth 2 was slower
|
| 23 |
-
than plain decode on the release benchmark
|
| 24 |
-
|
| 25 |
-
The upstream Qwen model is licensed under Apache License 2.0; the complete
|
| 26 |
-
license text is included in `LICENSE`. Altic's fine-tuning, conversion, and
|
| 27 |
-
packaging modifications are provided for personal non-commercial use. Contact
|
| 28 |
-
Altic for commercial, organizational, hosted, redistribution, or derivative
|
| 29 |
-
use of those modifications.
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|
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models/fluid-1-pico-mlx-6bit-sync-step250/chat_template.jinja
DELETED
|
@@ -1,154 +0,0 @@
|
|
| 1 |
-
{%- set image_count = namespace(value=0) %}
|
| 2 |
-
{%- set video_count = namespace(value=0) %}
|
| 3 |
-
{%- macro render_content(content, do_vision_count, is_system_content=false) %}
|
| 4 |
-
{%- if content is string %}
|
| 5 |
-
{{- content }}
|
| 6 |
-
{%- elif content is iterable and content is not mapping %}
|
| 7 |
-
{%- for item in content %}
|
| 8 |
-
{%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
|
| 9 |
-
{%- if is_system_content %}
|
| 10 |
-
{{- raise_exception('System message cannot contain images.') }}
|
| 11 |
-
{%- endif %}
|
| 12 |
-
{%- if do_vision_count %}
|
| 13 |
-
{%- set image_count.value = image_count.value + 1 %}
|
| 14 |
-
{%- endif %}
|
| 15 |
-
{%- if add_vision_id %}
|
| 16 |
-
{{- 'Picture ' ~ image_count.value ~ ': ' }}
|
| 17 |
-
{%- endif %}
|
| 18 |
-
{{- '<|vision_start|><|image_pad|><|vision_end|>' }}
|
| 19 |
-
{%- elif 'video' in item or item.type == 'video' %}
|
| 20 |
-
{%- if is_system_content %}
|
| 21 |
-
{{- raise_exception('System message cannot contain videos.') }}
|
| 22 |
-
{%- endif %}
|
| 23 |
-
{%- if do_vision_count %}
|
| 24 |
-
{%- set video_count.value = video_count.value + 1 %}
|
| 25 |
-
{%- endif %}
|
| 26 |
-
{%- if add_vision_id %}
|
| 27 |
-
{{- 'Video ' ~ video_count.value ~ ': ' }}
|
| 28 |
-
{%- endif %}
|
| 29 |
-
{{- '<|vision_start|><|video_pad|><|vision_end|>' }}
|
| 30 |
-
{%- elif 'text' in item %}
|
| 31 |
-
{{- item.text }}
|
| 32 |
-
{%- else %}
|
| 33 |
-
{{- raise_exception('Unexpected item type in content.') }}
|
| 34 |
-
{%- endif %}
|
| 35 |
-
{%- endfor %}
|
| 36 |
-
{%- elif content is none or content is undefined %}
|
| 37 |
-
{{- '' }}
|
| 38 |
-
{%- else %}
|
| 39 |
-
{{- raise_exception('Unexpected content type.') }}
|
| 40 |
-
{%- endif %}
|
| 41 |
-
{%- endmacro %}
|
| 42 |
-
{%- if not messages %}
|
| 43 |
-
{{- raise_exception('No messages provided.') }}
|
| 44 |
-
{%- endif %}
|
| 45 |
-
{%- if tools and tools is iterable and tools is not mapping %}
|
| 46 |
-
{{- '<|im_start|>system\n' }}
|
| 47 |
-
{{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
|
| 48 |
-
{%- for tool in tools %}
|
| 49 |
-
{{- "\n" }}
|
| 50 |
-
{{- tool | tojson }}
|
| 51 |
-
{%- endfor %}
|
| 52 |
-
{{- "\n</tools>" }}
|
| 53 |
-
{{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
|
| 54 |
-
{%- if messages[0].role == 'system' %}
|
| 55 |
-
{%- set content = render_content(messages[0].content, false, true)|trim %}
|
| 56 |
-
{%- if content %}
|
| 57 |
-
{{- '\n\n' + content }}
|
| 58 |
-
{%- endif %}
|
| 59 |
-
{%- endif %}
|
| 60 |
-
{{- '<|im_end|>\n' }}
|
| 61 |
-
{%- else %}
|
| 62 |
-
{%- if messages[0].role == 'system' %}
|
| 63 |
-
{%- set content = render_content(messages[0].content, false, true)|trim %}
|
| 64 |
-
{{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
|
| 65 |
-
{%- endif %}
|
| 66 |
-
{%- endif %}
|
| 67 |
-
{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
|
| 68 |
-
{%- for message in messages[::-1] %}
|
| 69 |
-
{%- set index = (messages|length - 1) - loop.index0 %}
|
| 70 |
-
{%- if ns.multi_step_tool and message.role == "user" %}
|
| 71 |
-
{%- set content = render_content(message.content, false)|trim %}
|
| 72 |
-
{%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
|
| 73 |
-
{%- set ns.multi_step_tool = false %}
|
| 74 |
-
{%- set ns.last_query_index = index %}
|
| 75 |
-
{%- endif %}
|
| 76 |
-
{%- endif %}
|
| 77 |
-
{%- endfor %}
|
| 78 |
-
{%- if ns.multi_step_tool %}
|
| 79 |
-
{{- raise_exception('No user query found in messages.') }}
|
| 80 |
-
{%- endif %}
|
| 81 |
-
{%- for message in messages %}
|
| 82 |
-
{%- set content = render_content(message.content, true)|trim %}
|
| 83 |
-
{%- if message.role == "system" %}
|
| 84 |
-
{%- if not loop.first %}
|
| 85 |
-
{{- raise_exception('System message must be at the beginning.') }}
|
| 86 |
-
{%- endif %}
|
| 87 |
-
{%- elif message.role == "user" %}
|
| 88 |
-
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 89 |
-
{%- elif message.role == "assistant" %}
|
| 90 |
-
{%- set reasoning_content = '' %}
|
| 91 |
-
{%- if message.reasoning_content is string %}
|
| 92 |
-
{%- set reasoning_content = message.reasoning_content %}
|
| 93 |
-
{%- else %}
|
| 94 |
-
{%- if '</think>' in content %}
|
| 95 |
-
{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
|
| 96 |
-
{%- set content = content.split('</think>')[-1].lstrip('\n') %}
|
| 97 |
-
{%- endif %}
|
| 98 |
-
{%- endif %}
|
| 99 |
-
{%- set reasoning_content = reasoning_content|trim %}
|
| 100 |
-
{%- if loop.index0 > ns.last_query_index %}
|
| 101 |
-
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
|
| 102 |
-
{%- else %}
|
| 103 |
-
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 104 |
-
{%- endif %}
|
| 105 |
-
{%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
|
| 106 |
-
{%- for tool_call in message.tool_calls %}
|
| 107 |
-
{%- if tool_call.function is defined %}
|
| 108 |
-
{%- set tool_call = tool_call.function %}
|
| 109 |
-
{%- endif %}
|
| 110 |
-
{%- if loop.first %}
|
| 111 |
-
{%- if content|trim %}
|
| 112 |
-
{{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 113 |
-
{%- else %}
|
| 114 |
-
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 115 |
-
{%- endif %}
|
| 116 |
-
{%- else %}
|
| 117 |
-
{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 118 |
-
{%- endif %}
|
| 119 |
-
{%- if tool_call.arguments is defined %}
|
| 120 |
-
{%- for args_name, args_value in tool_call.arguments|items %}
|
| 121 |
-
{{- '<parameter=' + args_name + '>\n' }}
|
| 122 |
-
{%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
|
| 123 |
-
{{- args_value }}
|
| 124 |
-
{{- '\n</parameter>\n' }}
|
| 125 |
-
{%- endfor %}
|
| 126 |
-
{%- endif %}
|
| 127 |
-
{{- '</function>\n</tool_call>' }}
|
| 128 |
-
{%- endfor %}
|
| 129 |
-
{%- endif %}
|
| 130 |
-
{{- '<|im_end|>\n' }}
|
| 131 |
-
{%- elif message.role == "tool" %}
|
| 132 |
-
{%- if loop.previtem and loop.previtem.role != "tool" %}
|
| 133 |
-
{{- '<|im_start|>user' }}
|
| 134 |
-
{%- endif %}
|
| 135 |
-
{{- '\n<tool_response>\n' }}
|
| 136 |
-
{{- content }}
|
| 137 |
-
{{- '\n</tool_response>' }}
|
| 138 |
-
{%- if not loop.last and loop.nextitem.role != "tool" %}
|
| 139 |
-
{{- '<|im_end|>\n' }}
|
| 140 |
-
{%- elif loop.last %}
|
| 141 |
-
{{- '<|im_end|>\n' }}
|
| 142 |
-
{%- endif %}
|
| 143 |
-
{%- else %}
|
| 144 |
-
{{- raise_exception('Unexpected message role.') }}
|
| 145 |
-
{%- endif %}
|
| 146 |
-
{%- endfor %}
|
| 147 |
-
{%- if add_generation_prompt %}
|
| 148 |
-
{{- '<|im_start|>assistant\n' }}
|
| 149 |
-
{%- if enable_thinking is defined and enable_thinking is true %}
|
| 150 |
-
{{- '<think>\n' }}
|
| 151 |
-
{%- else %}
|
| 152 |
-
{{- '<think>\n\n</think>\n\n' }}
|
| 153 |
-
{%- endif %}
|
| 154 |
-
{%- endif %}
|
|
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|
models/fluid-1-pico-mlx-6bit-sync-step250/config.json
DELETED
|
@@ -1,118 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"architectures" : [
|
| 3 |
-
"Qwen3_5ForConditionalGeneration"
|
| 4 |
-
],
|
| 5 |
-
"eos_token_id" : 248046,
|
| 6 |
-
"image_token_id" : 248056,
|
| 7 |
-
"model_name" : "fluid-1-pico",
|
| 8 |
-
"model_type" : "qwen3_5",
|
| 9 |
-
"pad_token_id" : 248044,
|
| 10 |
-
"quantization" : {
|
| 11 |
-
"bits" : 6,
|
| 12 |
-
"group_size" : 64,
|
| 13 |
-
"mode" : "affine"
|
| 14 |
-
},
|
| 15 |
-
"quantization_config" : {
|
| 16 |
-
"bits" : 6,
|
| 17 |
-
"group_size" : 64,
|
| 18 |
-
"mode" : "affine"
|
| 19 |
-
},
|
| 20 |
-
"text_config" : {
|
| 21 |
-
"attention_bias" : false,
|
| 22 |
-
"attention_dropout" : 0,
|
| 23 |
-
"attn_output_gate" : true,
|
| 24 |
-
"bos_token_id" : null,
|
| 25 |
-
"eos_token_id" : 248044,
|
| 26 |
-
"full_attention_interval" : 4,
|
| 27 |
-
"head_dim" : 256,
|
| 28 |
-
"hidden_act" : "silu",
|
| 29 |
-
"hidden_size" : 1024,
|
| 30 |
-
"initializer_range" : 0.02,
|
| 31 |
-
"intermediate_size" : 3584,
|
| 32 |
-
"layer_types" : [
|
| 33 |
-
"linear_attention",
|
| 34 |
-
"linear_attention",
|
| 35 |
-
"linear_attention",
|
| 36 |
-
"full_attention",
|
| 37 |
-
"linear_attention",
|
| 38 |
-
"linear_attention",
|
| 39 |
-
"linear_attention",
|
| 40 |
-
"full_attention",
|
| 41 |
-
"linear_attention",
|
| 42 |
-
"linear_attention",
|
| 43 |
-
"linear_attention",
|
| 44 |
-
"full_attention",
|
| 45 |
-
"linear_attention",
|
| 46 |
-
"linear_attention",
|
| 47 |
-
"linear_attention",
|
| 48 |
-
"full_attention",
|
| 49 |
-
"linear_attention",
|
| 50 |
-
"linear_attention",
|
| 51 |
-
"linear_attention",
|
| 52 |
-
"full_attention",
|
| 53 |
-
"linear_attention",
|
| 54 |
-
"linear_attention",
|
| 55 |
-
"linear_attention",
|
| 56 |
-
"full_attention"
|
| 57 |
-
],
|
| 58 |
-
"linear_conv_kernel_dim" : 4,
|
| 59 |
-
"linear_key_head_dim" : 128,
|
| 60 |
-
"linear_num_key_heads" : 16,
|
| 61 |
-
"linear_num_value_heads" : 16,
|
| 62 |
-
"linear_value_head_dim" : 128,
|
| 63 |
-
"mamba_ssm_dtype" : "float32",
|
| 64 |
-
"max_position_embeddings" : 262144,
|
| 65 |
-
"mlp_only_layers" : [
|
| 66 |
-
|
| 67 |
-
],
|
| 68 |
-
"model_type" : "qwen3_5_text",
|
| 69 |
-
"mtp_num_hidden_layers" : 1,
|
| 70 |
-
"mtp_use_dedicated_embeddings" : false,
|
| 71 |
-
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|
models/fluid-1-pico-mlx-6bit-sync-step250/processor_config.json
DELETED
|
@@ -1,60 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"image_processor": {
|
| 3 |
-
"do_convert_rgb": true,
|
| 4 |
-
"do_normalize": true,
|
| 5 |
-
"do_rescale": true,
|
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0.5
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|
| 28 |
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"processor_class": "Qwen3VLProcessor",
|
| 29 |
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"video_processor": {
|
| 30 |
-
"do_convert_rgb": true,
|
| 31 |
-
"do_normalize": true,
|
| 32 |
-
"do_rescale": true,
|
| 33 |
-
"do_resize": true,
|
| 34 |
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"do_sample_frames": true,
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"fps": 2,
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"image_mean": [
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0.5,
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"image_std": [
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"merge_size": 2,
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"min_frames": 4,
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| 50 |
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"resample": 3,
|
| 51 |
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"rescale_factor": 0.00392156862745098,
|
| 52 |
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"return_metadata": false,
|
| 53 |
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"size": {
|
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"longest_edge": 25165824,
|
| 55 |
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"shortest_edge": 4096
|
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"video_processor_type": "Qwen3VLVideoProcessor"
|
| 59 |
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| 60 |
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models/fluid-1-pico-mlx-6bit-sync-step250/tokenizer.json
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
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size 19989343
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models/fluid-1-pico-mlx-6bit-sync-step250/tokenizer_config.json
DELETED
|
@@ -1,34 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"add_prefix_space": false,
|
| 3 |
-
"audio_bos_token": "<|audio_start|>",
|
| 4 |
-
"audio_eos_token": "<|audio_end|>",
|
| 5 |
-
"audio_token": "<|audio_pad|>",
|
| 6 |
-
"backend": "tokenizers",
|
| 7 |
-
"bos_token": null,
|
| 8 |
-
"clean_up_tokenization_spaces": false,
|
| 9 |
-
"eos_token": "<|im_end|>",
|
| 10 |
-
"errors": "replace",
|
| 11 |
-
"image_token": "<|image_pad|>",
|
| 12 |
-
"is_local": true,
|
| 13 |
-
"model_max_length": 262144,
|
| 14 |
-
"model_specific_special_tokens": {
|
| 15 |
-
"audio_bos_token": "<|audio_start|>",
|
| 16 |
-
"audio_eos_token": "<|audio_end|>",
|
| 17 |
-
"audio_token": "<|audio_pad|>",
|
| 18 |
-
"image_token": "<|image_pad|>",
|
| 19 |
-
"video_token": "<|video_pad|>",
|
| 20 |
-
"vision_bos_token": "<|vision_start|>",
|
| 21 |
-
"vision_eos_token": "<|vision_end|>"
|
| 22 |
-
},
|
| 23 |
-
"pad_token": "<|endoftext|>",
|
| 24 |
-
"padding_side": "left",
|
| 25 |
-
"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+",
|
| 26 |
-
"processor_class": "Qwen3VLProcessor",
|
| 27 |
-
"split_special_tokens": false,
|
| 28 |
-
"tokenizer_class": "TokenizersBackend",
|
| 29 |
-
"unk_token": null,
|
| 30 |
-
"video_token": "<|video_pad|>",
|
| 31 |
-
"vision_bos_token": "<|vision_start|>",
|
| 32 |
-
"vision_eos_token": "<|vision_end|>",
|
| 33 |
-
"chat_template": "{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n {%- if content is string %}\n {{- content }}\n {%- elif content is iterable and content is not mapping %}\n {%- for item in content %}\n {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain images.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set image_count.value = image_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Picture ' ~ image_count.value ~ ': ' }}\n {%- endif %}\n {{- '<|vision_start|><|image_pad|><|vision_end|>' }}\n {%- elif 'video' in item or item.type == 'video' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain videos.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set video_count.value = video_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Video ' ~ video_count.value ~ ': ' }}\n {%- endif %}\n {{- '<|vision_start|><|video_pad|><|vision_end|>' }}\n {%- elif 'text' in item %}\n {{- item.text }}\n {%- else %}\n {{- raise_exception('Unexpected item type in content.') }}\n {%- endif %}\n {%- endfor %}\n {%- elif content is none or content is undefined %}\n {{- '' }}\n {%- else %}\n {{- raise_exception('Unexpected content type.') }}\n {%- endif %}\n{%- endmacro %}\n{%- if not messages %}\n {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- if tools and tools is iterable and tools is not mapping %}\n {{- '<|im_start|>system\\n' }}\n {{- \"# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\" }}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n</parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n</parameter>\\n</function>\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n</IMPORTANT>' }}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {%- if content %}\n {{- '\\n\\n' + content }}\n {%- endif %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {{- '<|im_start|>system\\n' + content + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == \"user\" %}\n {%- set content = render_content(message.content, false)|trim %}\n {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n {{- raise_exception('No user query found in messages.') }}\n{%- endif %}\n{%- for message in messages %}\n {%- set content = render_content(message.content, true)|trim %}\n {%- if message.role == \"system\" %}\n {%- if not loop.first %}\n {{- raise_exception('System message must be at the beginning.') }}\n {%- endif %}\n {%- elif message.role == \"user\" %}\n {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is string %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- else %}\n {%- if '</think>' in content %}\n {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content|trim %}\n {%- if loop.index0 > ns.last_query_index %}\n {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {%- if loop.first %}\n {%- if content|trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- if tool_call.arguments is defined %}\n {%- for args_name, args_value in tool_call.arguments|items %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}\n {{- args_value }}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endfor %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if loop.previtem and loop.previtem.role != \"tool\" %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- content }}\n {{- '\\n</tool_response>' }}\n {%- if not loop.last and loop.nextitem.role != \"tool\" %}\n {{- '<|im_end|>\\n' }}\n {%- elif loop.last %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- else %}\n {{- raise_exception('Unexpected message role.') }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n {%- if enable_thinking is defined and enable_thinking is true %}\n {{- '<think>\\n' }}\n {%- else %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- endif %}\n{%- endif %}"
|
| 34 |
-
}
|
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models/fluid-1-pico/LICENSE
DELETED
|
@@ -1,202 +0,0 @@
|
|
| 1 |
-
|
| 2 |
-
Apache License
|
| 3 |
-
Version 2.0, January 2004
|
| 4 |
-
http://www.apache.org/licenses/
|
| 5 |
-
|
| 6 |
-
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
|
| 7 |
-
|
| 8 |
-
1. Definitions.
|
| 9 |
-
|
| 10 |
-
"License" shall mean the terms and conditions for use, reproduction,
|
| 11 |
-
and distribution as defined by Sections 1 through 9 of this document.
|
| 12 |
-
|
| 13 |
-
"Licensor" shall mean the copyright owner or entity authorized by
|
| 14 |
-
the copyright owner that is granting the License.
|
| 15 |
-
|
| 16 |
-
"Legal Entity" shall mean the union of the acting entity and all
|
| 17 |
-
other entities that control, are controlled by, or are under common
|
| 18 |
-
control with that entity. For the purposes of this definition,
|
| 19 |
-
"control" means (i) the power, direct or indirect, to cause the
|
| 20 |
-
direction or management of such entity, whether by contract or
|
| 21 |
-
otherwise, or (ii) ownership of fifty percent (50%) or more of the
|
| 22 |
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outstanding shares, or (iii) beneficial ownership of such entity.
|
| 23 |
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|
| 24 |
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"You" (or "Your") shall mean an individual or Legal Entity
|
| 25 |
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exercising permissions granted by this License.
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