You can deploy this model and start earning money today!

dennisonb/
qwen25-tax-3b-v2-adapters

Name: qwen25-tax-3b-v2-adapters
Availability: InStock

Views

No views yet

qwen25-tax-3b-v2 — LoRA Adapters

LoRA adapters for the v2 IRS Tax Code fine-tune of Qwen2.5-3B-Instruct.

Training Pipeline

Stage	Directory	LoRA Rank	Steps	Notes
SFT	`sft/`	32	1000	Supervised fine-tune on IRC sections
DPO	`dpo/`	16	500	Direct preference optimization; init from SFT
GRPO	`grpo/`	32	300	Group relative policy optimization; init from DPO

Usage (mlx-lm)

bash

pip install mlx-lm

# Generate with GRPO adapter (best quality):
mlx_lm.generate \
  --model Qwen/Qwen2.5-3B-Instruct \
  --adapter-path grpo/ \
  --prompt "What is the standard deduction for 2024?"

GGUF

See dennisonb/qwen25-tax-3b-v2-GGUF for a ready-to-use GGUF (q8_0) for Ollama / llama.cpp.

dennisonb/qwen25-tax-3b-v2-adapters

qwen25-tax-3b-v2 — LoRA Adapters

Training Pipeline

Usage (mlx-lm)

GGUF

dennisonb/
qwen25-tax-3b-v2-adapters