A 4B model on my computer drafts freelance quotes. I tested it on 8 real client briefs.

Описание и применение

Модель 4B на локальном компьютере генерирует черновики коммерческих предложений для фрилансеров, используя Gemma через Ollama для извлечения структуры брифа и TabPFN для оценки часов и цены, без отправки данных сторонним сервисам.

Задача

Freelancers often guess hours for vague client briefs and discover the guess is wrong weeks later.

Результат

On 8 real client briefs, briefquote returned valid output every time; 3 were usable as a first draft without major edits.

Рабочий процесс

• Paste client brief into briefquote UI
• Gemma 4B extracts structured scope JSON
• TabPFN estimates hours, price and on‑time probability from scope and past job data
• briefquote renders a Markdown quote draft
• Freelancer reviews and sends quote

Доказательства

briefquote uses an open‑weight Gemma via Ollama to extract a structured scope from a client brief and TabPFN to estimate hours, price and on‑time probability, all without sending data to a third‑party API.

Источник

On 8 real client briefs it returned valid output every time, and 3 were usable as a first draft without major edits.

Источник

Gemma (gemma3:4b, running locally through Ollama) reads the messy prose and extracts a structured scope: project type, deliverables, integrations, a 1 to 5 complexity rating, plus the questions to ask the client and the risks to price in.

Источник