Text Generation
Safetensors
GGUF
English
granite
Mordant
composition
image-generation
reasoning
prompt-engineering
prompt-enhancement
conversational
Instructions to use Kezmark/Mordant-3B-Think with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use Kezmark/Mordant-3B-Think with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="Kezmark/Mordant-3B-Think", filename="gguf/Mordant-3B-Q6_K.gguf", )
llm.create_chat_completion( messages = [ { "role": "user", "content": "What is the capital of France?" } ] ) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Kezmark/Mordant-3B-Think 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 Kezmark/Mordant-3B-Think:Q6_K # Run inference directly in the terminal: llama cli -hf Kezmark/Mordant-3B-Think:Q6_K
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Kezmark/Mordant-3B-Think:Q6_K # Run inference directly in the terminal: llama cli -hf Kezmark/Mordant-3B-Think: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 Kezmark/Mordant-3B-Think:Q6_K # Run inference directly in the terminal: ./llama-cli -hf Kezmark/Mordant-3B-Think: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 Kezmark/Mordant-3B-Think:Q6_K # Run inference directly in the terminal: ./build/bin/llama-cli -hf Kezmark/Mordant-3B-Think:Q6_K
Use Docker
docker model run hf.co/Kezmark/Mordant-3B-Think:Q6_K
- LM Studio
- Jan
- vLLM
How to use Kezmark/Mordant-3B-Think with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Kezmark/Mordant-3B-Think" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Kezmark/Mordant-3B-Think", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Kezmark/Mordant-3B-Think:Q6_K
- Ollama
How to use Kezmark/Mordant-3B-Think with Ollama:
ollama run hf.co/Kezmark/Mordant-3B-Think:Q6_K
- Unsloth Studio
How to use Kezmark/Mordant-3B-Think 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 Kezmark/Mordant-3B-Think 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 Kezmark/Mordant-3B-Think to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for Kezmark/Mordant-3B-Think to start chatting
- Atomic Chat new
- Docker Model Runner
How to use Kezmark/Mordant-3B-Think with Docker Model Runner:
docker model run hf.co/Kezmark/Mordant-3B-Think:Q6_K
- Lemonade
How to use Kezmark/Mordant-3B-Think with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Kezmark/Mordant-3B-Think:Q6_K
Run and chat with the model
lemonade run user.Mordant-3B-Think-Q6_K
List all available models
lemonade list
| { | |
| "add_prefix_space": false, | |
| "backend": "tokenizers", | |
| "bos_token": "<|end_of_text|>", | |
| "clean_up_tokenization_spaces": false, | |
| "eos_token": "<|end_of_text|>", | |
| "errors": "replace", | |
| "is_local": false, | |
| "model_max_length": 1000000000000000019884624838656, | |
| "pad_token": "<|pad|>", | |
| "padding_side": "right", | |
| "tokenizer_class": "GPT2Tokenizer", | |
| "unk_token": "<|unk|>", | |
| "added_tokens_decoder": { | |
| "100256": { | |
| "content": "<|pad|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100257": { | |
| "content": "<|end_of_text|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100258": { | |
| "content": "<|fim_prefix|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100259": { | |
| "content": "<|fim_middle|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100260": { | |
| "content": "<|fim_suffix|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100261": { | |
| "content": "<|fim_pad|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100262": { | |
| "content": "<|filename|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100263": { | |
| "content": "<|reponame|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100264": { | |
| "content": "<|start_of_role|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100265": { | |
| "content": "<|end_of_role|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100266": { | |
| "content": "<|unused_1|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100267": { | |
| "content": "<|start_of_plugin|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100268": { | |
| "content": "<|end_of_plugin|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100269": { | |
| "content": "<|unk|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100270": { | |
| "content": "<tool_call>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100271": { | |
| "content": "</tool_call>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100272": { | |
| "content": "<tool_response>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100273": { | |
| "content": "</tool_response>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100274": { | |
| "content": "<think>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100275": { | |
| "content": "</think>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": false | |
| }, | |
| "100276": { | |
| "content": "<think_on>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100277": { | |
| "content": "<think_off>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100278": { | |
| "content": "<schema>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100279": { | |
| "content": "</schema>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100280": { | |
| "content": "<tools>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100281": { | |
| "content": "</tools>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100282": { | |
| "content": "<documents>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100283": { | |
| "content": "</documents>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100284": { | |
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| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100285": { | |
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| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100286": { | |
| "content": "<|unused_17|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100287": { | |
| "content": "<|unused_18|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100288": { | |
| "content": "<|unused_19|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100289": { | |
| "content": "<|unused_20|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100290": { | |
| "content": "<|unused_21|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100291": { | |
| "content": "<|unused_22|>", | |
| "single_word": false, | |
| "lstrip": false, | |
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| "normalized": false, | |
| "special": true | |
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| "100292": { | |
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| "single_word": false, | |
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| "normalized": false, | |
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| "100293": { | |
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| "single_word": false, | |
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| "normalized": false, | |
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| "100294": { | |
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| "single_word": false, | |
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| "normalized": false, | |
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| "content": "<|unused_38|>", | |
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| "lstrip": false, | |
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| "normalized": false, | |
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| "single_word": false, | |
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| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
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| "100325": { | |
| "content": "<|unused_56|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100326": { | |
| "content": "<|unused_57|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100327": { | |
| "content": "<|unused_58|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100328": { | |
| "content": "<|unused_59|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100329": { | |
| "content": "<|unused_60|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100330": { | |
| "content": "<|unused_61|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100331": { | |
| "content": "<|unused_62|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| "100332": { | |
| "content": "<|unused_63|>", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
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