Instructions to use bitsoko/gumzo-tiny-01 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use bitsoko/gumzo-tiny-01 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("bitsoko/gumzo-tiny-01", dtype="auto") - llama-cpp-python
How to use bitsoko/gumzo-tiny-01 with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="bitsoko/gumzo-tiny-01", filename="gumzo-tiny-unsloth.F16.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 bitsoko/gumzo-tiny-01 with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf bitsoko/gumzo-tiny-01:Q4_K_M # Run inference directly in the terminal: llama-cli -hf bitsoko/gumzo-tiny-01:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf bitsoko/gumzo-tiny-01:Q4_K_M # Run inference directly in the terminal: llama-cli -hf bitsoko/gumzo-tiny-01: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 bitsoko/gumzo-tiny-01:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf bitsoko/gumzo-tiny-01: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 bitsoko/gumzo-tiny-01:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf bitsoko/gumzo-tiny-01:Q4_K_M
Use Docker
docker model run hf.co/bitsoko/gumzo-tiny-01:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use bitsoko/gumzo-tiny-01 with Ollama:
ollama run hf.co/bitsoko/gumzo-tiny-01:Q4_K_M
- Unsloth Studio new
How to use bitsoko/gumzo-tiny-01 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 bitsoko/gumzo-tiny-01 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 bitsoko/gumzo-tiny-01 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for bitsoko/gumzo-tiny-01 to start chatting
- Docker Model Runner
How to use bitsoko/gumzo-tiny-01 with Docker Model Runner:
docker model run hf.co/bitsoko/gumzo-tiny-01:Q4_K_M
- Lemonade
How to use bitsoko/gumzo-tiny-01 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull bitsoko/gumzo-tiny-01:Q4_K_M
Run and chat with the model
lemonade run user.gumzo-tiny-01-Q4_K_M
List all available models
lemonade list
Upload 4 files
Browse files- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +41 -0
special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<unk>",
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
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size 499723
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tokenizer_config.json
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{
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"add_bos_token": true,
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"add_eos_token": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"legacy": false,
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"model_max_length": 2048,
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"pad_token": "<unk>",
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"padding_side": "right",
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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