Instructions to use SerialKicked/Lethe-AI-Repo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use SerialKicked/Lethe-AI-Repo with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="SerialKicked/Lethe-AI-Repo", filename="emotion-bert-classifier.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- llama.cpp
How to use SerialKicked/Lethe-AI-Repo with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf SerialKicked/Lethe-AI-Repo:Q6_K # Run inference directly in the terminal: llama-cli -hf SerialKicked/Lethe-AI-Repo:Q6_K
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf SerialKicked/Lethe-AI-Repo:Q6_K # Run inference directly in the terminal: llama-cli -hf SerialKicked/Lethe-AI-Repo:Q6_K
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 SerialKicked/Lethe-AI-Repo:Q6_K # Run inference directly in the terminal: ./llama-cli -hf SerialKicked/Lethe-AI-Repo:Q6_K
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 SerialKicked/Lethe-AI-Repo:Q6_K # Run inference directly in the terminal: ./build/bin/llama-cli -hf SerialKicked/Lethe-AI-Repo:Q6_K
Use Docker
docker model run hf.co/SerialKicked/Lethe-AI-Repo:Q6_K
- LM Studio
- Jan
- Ollama
How to use SerialKicked/Lethe-AI-Repo with Ollama:
ollama run hf.co/SerialKicked/Lethe-AI-Repo:Q6_K
- Unsloth Studio new
How to use SerialKicked/Lethe-AI-Repo 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 SerialKicked/Lethe-AI-Repo 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 SerialKicked/Lethe-AI-Repo to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for SerialKicked/Lethe-AI-Repo to start chatting
- Docker Model Runner
How to use SerialKicked/Lethe-AI-Repo with Docker Model Runner:
docker model run hf.co/SerialKicked/Lethe-AI-Repo:Q6_K
- Lemonade
How to use SerialKicked/Lethe-AI-Repo with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull SerialKicked/Lethe-AI-Repo:Q6_K
Run and chat with the model
lemonade run user.Lethe-AI-Repo-Q6_K
List all available models
lemonade list
Upload Fixed JINJA Templates/ChatML-Qwen3.5.jinja
Browse filesAdded a proper jinja template for Qwen 3.5 (as both the official one and the one made by DavidAU are incorrect)
Fixed JINJA Templates/ChatML-Qwen3.5.jinja
ADDED
|
@@ -0,0 +1,149 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
{%- for message in messages %}
|
| 79 |
+
{%- set content = render_content(message.content, true)|trim %}
|
| 80 |
+
{%- if message.role == "system" %}
|
| 81 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 82 |
+
{%- elif message.role == "user" %}
|
| 83 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 84 |
+
{%- elif message.role == "assistant" %}
|
| 85 |
+
{%- set reasoning_content = '' %}
|
| 86 |
+
{%- if message.reasoning_content is string %}
|
| 87 |
+
{%- set reasoning_content = message.reasoning_content %}
|
| 88 |
+
{%- else %}
|
| 89 |
+
{%- if '</think>' in content %}
|
| 90 |
+
{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
|
| 91 |
+
{%- set content = content.split('</think>')[-1].lstrip('\n') %}
|
| 92 |
+
{%- endif %}
|
| 93 |
+
{%- endif %}
|
| 94 |
+
{%- set reasoning_content = reasoning_content|trim %}
|
| 95 |
+
{%- if loop.index0 > ns.last_query_index %}
|
| 96 |
+
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
|
| 97 |
+
{%- else %}
|
| 98 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 99 |
+
{%- endif %}
|
| 100 |
+
{%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
|
| 101 |
+
{%- for tool_call in message.tool_calls %}
|
| 102 |
+
{%- if tool_call.function is defined %}
|
| 103 |
+
{%- set tool_call = tool_call.function %}
|
| 104 |
+
{%- endif %}
|
| 105 |
+
{%- if loop.first %}
|
| 106 |
+
{%- if content|trim %}
|
| 107 |
+
{{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 108 |
+
{%- else %}
|
| 109 |
+
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 110 |
+
{%- endif %}
|
| 111 |
+
{%- else %}
|
| 112 |
+
{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 113 |
+
{%- endif %}
|
| 114 |
+
{%- if tool_call.arguments is defined %}
|
| 115 |
+
{%- for args_name, args_value in tool_call.arguments|items %}
|
| 116 |
+
{{- '<parameter=' + args_name + '>\n' }}
|
| 117 |
+
{%- set args_value = args_value | tojson if args_value is mapping or (args_value is iterable and args_value is not string) else args_value | string %}
|
| 118 |
+
{{- args_value }}
|
| 119 |
+
{{- '\n</parameter>\n' }}
|
| 120 |
+
{%- endfor %}
|
| 121 |
+
{%- endif %}
|
| 122 |
+
{{- '</function>\n</tool_call>' }}
|
| 123 |
+
{%- endfor %}
|
| 124 |
+
{%- endif %}
|
| 125 |
+
{{- '<|im_end|>\n' }}
|
| 126 |
+
{%- elif message.role == "tool" %}
|
| 127 |
+
{%- if loop.previtem and loop.previtem.role != "tool" %}
|
| 128 |
+
{{- '<|im_start|>user' }}
|
| 129 |
+
{%- endif %}
|
| 130 |
+
{{- '\n<tool_response>\n' }}
|
| 131 |
+
{{- content }}
|
| 132 |
+
{{- '\n</tool_response>' }}
|
| 133 |
+
{%- if not loop.last and loop.nextitem.role != "tool" %}
|
| 134 |
+
{{- '<|im_end|>\n' }}
|
| 135 |
+
{%- elif loop.last %}
|
| 136 |
+
{{- '<|im_end|>\n' }}
|
| 137 |
+
{%- endif %}
|
| 138 |
+
{%- else %}
|
| 139 |
+
{{- raise_exception('Unexpected message role.') }}
|
| 140 |
+
{%- endif %}
|
| 141 |
+
{%- endfor %}
|
| 142 |
+
{%- if add_generation_prompt %}
|
| 143 |
+
{{- '<|im_start|>assistant\n' }}
|
| 144 |
+
{%- if enable_thinking is defined and enable_thinking is false %}
|
| 145 |
+
{{- '<think>\n\n</think>\n\n' }}
|
| 146 |
+
{%- else %}
|
| 147 |
+
{{- '<think>\n' }}
|
| 148 |
+
{%- endif %}
|
| 149 |
+
{%- endif %}
|