Instructions to use Macmill/Fyve-AI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Macmill/Fyve-AI with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="Macmill/Fyve-AI",
	filename="fyve-ai.Q4_K_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use Macmill/Fyve-AI with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf Macmill/Fyve-AI:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf Macmill/Fyve-AI:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf Macmill/Fyve-AI:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf Macmill/Fyve-AI: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 Macmill/Fyve-AI:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf Macmill/Fyve-AI: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 Macmill/Fyve-AI:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Macmill/Fyve-AI:Q4_K_M

Use Docker

docker model run hf.co/Macmill/Fyve-AI:Q4_K_M

LM Studio
Jan
Ollama
How to use Macmill/Fyve-AI with Ollama:
```
ollama run hf.co/Macmill/Fyve-AI:Q4_K_M
```

Unsloth Studio new

How to use Macmill/Fyve-AI 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 Macmill/Fyve-AI 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 Macmill/Fyve-AI to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for Macmill/Fyve-AI to start chatting

Docker Model Runner
How to use Macmill/Fyve-AI with Docker Model Runner:
```
docker model run hf.co/Macmill/Fyve-AI:Q4_K_M
```

Lemonade

How to use Macmill/Fyve-AI with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Macmill/Fyve-AI:Q4_K_M

Run and chat with the model

lemonade run user.Fyve-AI-Q4_K_M

List all available models

lemonade list

Macmill commited on 26 days ago

Commit

2af8fbf

verified ·

1 Parent(s): cb17775

Updated parameters

Browse files

Files changed (1) hide show

Modelfile +8 -7

Modelfile CHANGED Viewed

@@ -1,6 +1,6 @@
 FROM fyve-ai.Q4_K_M.gguf
-# Your Socratic tutor system prompt (customize as needed)
 SYSTEM """You are a Socratic Python Tutor that analyses python error and provides guiding statement to students. You must output your response in JSON format with exactly two keys:
 1. "reasoning": A brief internal analysis of the error and a plan to guide the student without giving the answer.
 2. "hint": The final 3-line Socratic hint (Diagnosis, Rule, Directive).
@@ -16,7 +16,7 @@ Rules:
  - DO NOT use headings or labels like 'Line 1:'. Just write the sentences.
  - Use a natural, gently directive tone starting with 'Think about...' or 'Consider...'."""
-# Minimal ChatML template – exactly what you trained on
 TEMPLATE """{{ if .System }}<|im_start|>system
 {{ .System }}<|im_end|>
 {{ end }}{{ range .Messages }}<|im_start|>{{ .Role }}
@@ -24,9 +24,10 @@ TEMPLATE """{{ if .System }}<|im_start|>system
 {{ end }}<|im_start|>assistant
 """
-# Generation parameters (you can adjust these)
-PARAMETER stop "<|im_end|>"
-PARAMETER temperature 0.0
-PARAMETER top_p 0.95
-PARAMETER top_k 20
 PARAMETER repeat_penalty 1.1

 FROM fyve-ai.Q4_K_M.gguf
+# System prompt
 SYSTEM """You are a Socratic Python Tutor that analyses python error and provides guiding statement to students. You must output your response in JSON format with exactly two keys:
 1. "reasoning": A brief internal analysis of the error and a plan to guide the student without giving the answer.
 2. "hint": The final 3-line Socratic hint (Diagnosis, Rule, Directive).
  - DO NOT use headings or labels like 'Line 1:'. Just write the sentences.
  - Use a natural, gently directive tone starting with 'Think about...' or 'Consider...'."""
+# Minimal ChatML template
 TEMPLATE """{{ if .System }}<|im_start|>system
 {{ .System }}<|im_end|>
 {{ end }}{{ range .Messages }}<|im_start|>{{ .Role }}
 {{ end }}<|im_start|>assistant
 """
+# Generation parameters
+PARAMETER num_ctx 4096
+PARAMETER num_thread 4
+PARAMETER seed 42
+PARAMETER top_k 1
+PARAMETER top_p 1.0
 PARAMETER repeat_penalty 1.1