# justxor/deepseek-local-guide-ru

> Russian-language guide to running DeepSeek models (R1, V4) locally on PC, Mac, and server: Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, agents, and fine-tuning.

- Magnitude: 3.4 out of 10 — Early signal
- Stars: 111 total · +3 stars measured 2026-10-19, 14:33–17:41 UTC, ≈ 6 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Shell · Created: 2026-10-17 · Last push: 2026-10-17
- GitHub: https://github.com/justxor/deepseek-local-guide-ru · Page: https://gitnova.dev/en/r/justxor/deepseek-local-guide-ru

## Useful for

- Run DeepSeek-R1 locally via Ollama with a single command
- Deploy Open WebUI in Docker to chat with a local model
- Set up the DeepSeek API to connect to an IDE or scripts

## Why it’s here

- Star-counter measurements on 2026-10-19 (UTC), 14:33–17:41: 108 → 111 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +6 stars, using observed gains and the previous day.
- The repository is 2 days old and already has 111 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #194.
- About 7 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 19
- Issues and pull requests: 0
- Watchers: 3
- Average over the last week: 34 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

## Stars per day, last 3 days (oldest → newest, today is partial)

2026-10-17 … 2026-10-19: 61, 36, 3

## Spotted in now

- Top new repositories this week: #194

## More in this category

1. **jatechan/ai-data-extractor** — 6.0 · Early signal · Language models · Python · +83 stars measured 2026-10-19, 00:05–17:38 UTC, ≈ 116 by evening
   Python tool that extracts local chat histories from AI coding assistants (Claude Code, Cursor, Windsurf, Aider, Cline/Roo Code and more) into a unified JSONL format for fine-tuning, analytics, or backup.
   Full card: https://gitnova.dev/en/r/jatechan/ai-data-extractor.md
2. **nace-ai/kapitsa** — 5.7 · Early signal · Language models · C++ · +29 stars measured 2026-10-19, 05:36–17:38 UTC, ≈ 44 by evening
   Apple Silicon optimized inference engine for Qwen and Nemotron models with OpenAI- and Anthropic-compatible APIs. Runs local LLMs on Mac via CLI and a web chat.
   Full card: https://gitnova.dev/en/r/nace-ai/kapitsa.md
3. **mistralai/timestral** — 5.6 · Early signal · Language models · Python · +141 stars measured 2026-10-19, 00:06–17:38 UTC, ≈ 185 by evening
   A family of pretrained foundation models for multivariate probabilistic time series forecasting with covariate support. Enables zero-shot forecasting on CPU or GPU without training.
   Full card: https://gitnova.dev/en/r/mistralai/timestral.md
4. **solidsf-inc/solidcv** — 5.4 · Early signal · Language models · Rust · +72 stars measured 2026-10-19, 08:26–17:38 UTC, ≈ 96 by evening
   A pure-Rust OpenCV replacement with zero FFI: classical 2D/3D vision, stereo reconstruction, and mechanistic interpretability for LLMs/VLMs with hardware kernels for Apple Silicon and NVIDIA.
   Full card: https://gitnova.dev/en/r/solidsf-inc/solidcv.md
5. **headroomlabs-ai/headroom** — 4.6 · Breakout · Language models · Python · +220 stars measured 2026-10-19, 00:07–17:39 UTC, ≈ 297 by evening
   A local library, proxy and MCP server that compress tool outputs, logs, files and RAG chunks before they reach the LLM, cutting token usage without changing answers.
   Full card: https://gitnova.dev/en/r/headroomlabs-ai/headroom.md

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-19 17:55 UTC, updated every 30 minutes.