felafax-cli 0.1.17

CLI tool for interacting with the Felafax platform; fine-tuning and inference on non-NVIDIA chipsets.

---

title: 'CLI Reference' description: 'Command-line interface for fine-tuning and managing large language models'

Installation

Install the Felafax CLI using pip:

pip install felafax-cli

Authentication

Before using the CLI, authenticate with your token:

felafax-cli auth login --token <your-token>

Use the `--force` flag to override existing authentication.

Core Features

Model Management

List Models

View all your available fine-tuned models:

felafax-cli model list

Interactive Chat

Start an interactive chat session with a model:

felafax-cli model chat <model_id> [--system-prompt "Your custom prompt"]

Model Information

Get detailed information about a specific model:

felafax-cli model info <model_id>

Delete Model

Remove a fine-tuned model:

felafax-cli model delete <model_id>

Training Management

Initialize Configuration

Create a new configuration file:

felafax-cli tune init-config

Start Fine-tuning

Launch a new fine-tuning job:

felafax-cli tune start \
    --model <model_name> \
    --config path/to/config.yml \
    --dataset <dataset_id>

Manage Jobs

# List all training jobs
felafax-cli tune list

# Check job status
felafax-cli tune status --job-id <id>

# Stop a running job
felafax-cli tune stop --job-id <id>

File Management

List Files

View all your training data files:

felafax-cli files list [--prefix <prefix>] [--limit <number>]

Upload File

Upload a new training data file:

felafax-cli files upload <file_path>

Delete File

Remove a training data file:

felafax-cli files delete <file_path>

Configuration

Configuration Example

When you run felafax-cli tune init-config, it creates a YAML file with the following structure:

hyperparameters:
  learning_rate: 1.0e-05
  batch_size: 32
  n_epochs: 4
  warmup_ratio: 0.0
lora:
  enabled: false
  r: 8
  alpha: 8
  dropout: 0.0

Support

For more information, visit our documentation at https://docs.felafax.ai

License

MIT License