Text Generation
PEFT
Safetensors
lora
tax
taxes
accounting
tax-research
cpu
c0mpute
ollama
conversational
Instructions to use profullstack/tax-guy-agent with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use profullstack/tax-guy-agent with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-0.5B-Instruct") model = PeftModel.from_pretrained(base_model, "profullstack/tax-guy-agent") - Notebooks
- Google Colab
- Kaggle
Download manifest.json from profullstack/tax-guy-agent: direct link, hf CLI and curl.
- Browser
- Download file 1.87 kB
-
https://huggingface.co/profullstack/tax-guy-agent/resolve/main/manifest.json
- Command line
-
hf download hf://profullstack/tax-guy-agent/manifest.json
-
curl -L -o manifest.json https://huggingface.co/profullstack/tax-guy-agent/resolve/main/manifest.json
1.87 kB
| { | |
| "name": "tax-guy-agent", | |
| "kind": "lora", | |
| "base_model": "Qwen/Qwen2.5-0.5B-Instruct", | |
| "adapter_sha256": "821a038ac1ea43f804b795e795a308cfbebb141c24e3675223c29d80fb8db5b7", | |
| "dataset_sha256": "fd8cd1dd91969132581e75c26c8b2ae51183b086f1f392002e5ad6640e3d33f7", | |
| "documents": 2614, | |
| "steps": 400, | |
| "system_prompt": "You are tax-guy-agent, a tax research assistant. You are not a CPA or tax attorney and this is not tax advice. Explain tax rules in plain English, say which country, state and tax year a rule applies to, cite the sources you were given, and say when someone should see a CPA or enrolled agent.", | |
| "hyperparams": { | |
| "lr": 0.0002, | |
| "batch_size": 2, | |
| "epochs": 1, | |
| "max_steps": 400, | |
| "seq_len": 256, | |
| "lora_r": 8, | |
| "threads": 4, | |
| "seed": 0, | |
| "dtype": "bfloat16" | |
| }, | |
| "finished_at": "2026-11-02T22:23:54.076334+00:00", | |
| "dataset": "data/tax.jsonl", | |
| "sources": [ | |
| "pit-index:tax,taxes,irs,deduction,tax return,self-employed tax,estimated tax,sales tax,llc tax,capital gains", | |
| "topic:tax", | |
| "topic:irs", | |
| "topic:accounting", | |
| "topic:taxation", | |
| "topic:taxpayer" | |
| ], | |
| "example_question": "Do I have to pay quarterly estimated taxes as a freelancer?", | |
| "disclaimer": "Not a CPA. Not tax advice. Tax research from public sources; rules change every year and vary by place, so check with a CPA or enrolled agent before filing.", | |
| "tags": [ | |
| "tax", | |
| "taxes", | |
| "accounting", | |
| "tax-research" | |
| ], | |
| "trained_on": { | |
| "network": "c0mpute", | |
| "workload": "infernet.text.train", | |
| "worker": "12D3KooWSB7L3bAD9ovM6rinAVXFF7YPt6pC22JpamPL8Vx8AXPo", | |
| "job_id": "27b2dab7-9e82-4b48-b4fc-d77f4b22997c", | |
| "receipt_output_hash": "sha256:821a038ac1ea43f804b795e795a308cfbebb141c24e3675223c29d80fb8db5b7" | |
| }, | |
| "eval": { | |
| "perplexity_before": 33.63, | |
| "perplexity_after": 17.77 | |
| } | |
| } |