python merge_jsonl.py ./json/calculator/train.jsonl ./json/general/train.jsonl ./json/test/train.jsonl
mlx_lm.lora \
--model "Qwen/Qwen2.5-Coder-7B-Instruct" \
--train \
--data "./jsonl/calculator-non-diverse" \
--learning-rate 1e-5 \
--iters 100 \
--fine-tune-type fullmlx_lm.lora \
--model "Qwen/Qwen2.5-Coder-7B-Instruct" \
--train \
--data "./jsonl/calculator-non-diverse" \
--num-layers 4 \
--learning-rate 1e-5 \
--iters 100 \
--fine-tune-type lorapython -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-7B-Instruct" --max-tokens 500 --adapter-path adapters --prompt "could you add 2665 to 1447?"python -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-7B-Instruct" --max-tokens 500 --adapter-path adapters --prompt "could you add 2665 to 1447?"python -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-7B-Instruct" --max-tokens 500 --adapter-path adapters --prompt "what's 254-7?"python -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-7B-Instruct" --max-tokens 500 --adapter-path adapters --prompt "who is ada lovelace?"python -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-7B-Instruct" --max-tokens 500 --adapter-path adapters --prompt "which number is bigger 3.9 or 3.11?"python -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-7B-Instruct" \
--max-tokens 500 \
--prompt "could you add 2665 to 1447?"python -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-7B-Instruct" \
--max-tokens 500 \
--prompt "what's 254-7?"python -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-7B-Instruct" \
--max-tokens 500 \
--prompt "who is ada lovelace?"mlx_lm.lora \
--model "Qwen/Qwen2.5-Coder-0.5B-Instruct" \
--train \
--data "./jsonl/calculator-non-diverse" \
--learning-rate 1e-5 \
--iters 100 \
--fine-tune-type fullmlx_lm.lora \
--model "Qwen/Qwen2.5-Coder-0.5B-Instruct" \
--train \
--data "./jsonl/calculator-non-diverse" \
--num-layers 4 \
--learning-rate 1e-5 \
--iters 100 \
--fine-tune-type loramlx_lm.lora
--model "Qwen/Qwen2.5-Coder-7B-Instruct"
--train
--data "./json/test"
--num-layers 4
--learning-rate 1e-5
--iters 100
--fine-tune-type lora
python -m mlx_lm.generate --model "Qwen/Qwen2.5-Coder-0.5B-Instruct"
--max-tokens 500
--adapter-path adapters
--prompt "What is 990 * 75 + 12?"