---
title: "🧪 Official multimodal 290k downloads, 9B uncensored, zero GPU voice: three offline tools this episode | Local AI Lab"
description: "DeepSeek's official new multimodal \"Lightning\" version hit 295,000 downloads in a single week, with the community cooking up three offline power tools: a 9B uncensored model, a pocket-sized TTS, and more; this episode skips cloud APIs to round up practical \"download and run locally\" options, which one fits a 16GB GPU for screenshot-to-JSON, which lets a laptop code and write novels offline, and where to find the bilingual speech model that runs without a GPU."
canonical_url: "https://blog.markkulab.net/en/local-ai-lab/local-ai-lab-2026-11-08"
author: "Mark Ku"
author_url: "https://blog.markkulab.net/en/author/mark-ku"
site: "Mark Ku's Tech Notes"
date_published: "2026-11-08T02:00:00.000Z"
category: "On-premise AI Lab"
tags: ["local-ai", "podcast", "地端模型", "lora", "開源模型", "DeepSeek-V4.1-Flash-1017", "DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic", "pocket-tts"]
language: "en"
license: "CC BY 4.0"
license_url: "https://creativecommons.org/licenses/by/4.0/"
attribution: "when reusing or quoting, credit the author and link back to the original"
---

# 🧪 Official multimodal 290k downloads, 9B uncensored, zero GPU voice: three offline tools this episode | Local AI Lab

## Opening
DeepSeek's newly released multimodal Flash model hit 295K downloads in its first week, while the community has spun out three offline powertools: a 9B uncensored variant and a pocket-sized TTS. This episode skips cloud APIs entirely and rounds up only practical options you can download and run on your own hardware. Coming up: which one fits a 16GB GPU to ingest screenshots and spit out JSON, which lets a laptop write code and novels offline, and where to find a bilingual speech model that runs without a GPU.

## This Week's Picks

### 1. deepseek-ai/DeepSeek-V4.1-Flash-1017: Official release, MIT license, multimodal Flash
- **What it is**: DeepSeek's official multimodal model supporting image-text-to-text tasks, roughly 9B parameters, MIT licensed for direct commercial use, available in safetensors, 8-bit, and fp8 formats.
- **Where you can use it**:
  - Full-stack engineers in offline environments feed screenshots, PDF charts, and handwritten notes to the model in one go, outputting structured JSON for direct backend ingestion, sensitive images never leave the chassis.
  - Rural teachers or social-work teams in classrooms and facilities without internet run the full "photo exam → auto-grade → error analysis" pipeline on a laptop; the 9B parameter count with quantization fits in 16GB VRAM.
  - Open-source maintainers plug "auto-review PR screenshots, generate UI regression reports" into CI/CD; official transformers integration and MIT license let you bake the offline scanner straight into commercial products.
- **Does it run**: The official model card lists safetensors/8-bit/fp8 formats and image-text-to-text task, **but does not specify concrete hardware thresholds**; community reports on HF discussions claim fp8 quantization runs 4K context on 16GB GPUs, though this is community-reported, not official benchmark data.
- **Buzz this week**: HF trending score 196, 295.7K total downloads, 5.4K likes, with 2 quantized/repacked variants in the same family.
- **Versus peers**: Also an official DeepSeek release, but lighter and optimized for flash inference compared to the earlier DeepSeek-VL series (source: HF community comparisons).
- **How to get it**: README shows transformers loading: `AutoModelForCausalLM.from_pretrained('deepseek-ai/DeepSeek-V4.1-Flash-1017', trust_remote_code=True)`, with fp8/8-bit quantization inference support.
- **Link**: https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash-1017

### 2. xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic: 9B uncensored, Apache-2.0, pure-text detox variant
- **What it is**: High-heat community 9B detox model, fine-tuned on Qwen3.5 architecture, Apache-2.0 licensed, safetensors format with GGUF quantizations provided, billed as "no-refusal" pure text generation.
- **Where you can use it**:
  - Indie developers on 12GB VRAM laptops run "uncensored code gen + content creation" dual services, code by day, novel outlines by night, fully offline, data never leaves the box.
  - Legal/compliance teams in air-gapped internal environments rewrite sensitive contract clauses and flag risk terms; 9B params with 4-bit quantization needs only ~6GB VRAM, satisfying "data never leaves the perimeter" security policies.
  - Teaching teams self-host "unrestricted Q&A teaching assistants" on classroom Mini PCs (e.g., NVIDIA Jetson Orin 16GB); students query code, writing, and logic problems offline with no cloud API keys required.
- **Does it run**: Model card lists 9B params, safetensors format, transformers library, **but no concrete hardware thresholds**; HF discussion reports claim 4-bit GGUF runs at ~5.5GB VRAM, 8-bit at ~9GB, again, community-reported, not official measurements.
- **Buzz this week**: HF trending score 608, 7.1K total downloads, 750 likes, with 2 quantized/repacked variants in the family.
- **Versus peers**: Another DeepSeek-V4 family fine-tune, but 35x smaller than the official 321B version; compared to DeepSeek-V4.1-Flash-1017, it specializes in pure text with guardrails removed. The author notes Heretic detox process on the model card; the difference is "no refusal" rather than multimodal (source: author model card).
- **How to get it**: README recommends transformers loading: `AutoModelForCausalLM.from_pretrained('xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic')`, plus GGUF quantizations for one-click runs with llama.cpp/Ollama.
- **Link**: https://huggingface.co/xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic

### 3. kyutai/pocket-ts: Ultra-light bilingual TTS, CC-BY-4.0, edge-device first choice
- **What it is**: Kyutai's ultra-light text-to-speech model supporting Chinese-English bilingual, CC-BY-4.0 licensed for maximum openness, safetensors format, purpose-built for edge devices.
- **Where you can use it**:
  - Developers run "real-time Chinese-English voice replies" offline on Raspberry Pi 5 / Jetson Orin Nano, chained with whisper.cpp for STT→LLM→TTS full pipeline; tiny model footprint, license permits commercial device embedding.
  - Accessibility teams build "screen reader plugins" that speak web pages and documents for visually impaired users; CC-BY-4.0 lets you bundle directly into open-source or commercial software with no royalty concerns.
  - Audiobook and podcast creators batch-convert large chapter text to speech locally, avoiding cloud TTS API uploads; pocket-sized model synthesizes in real-time on CPU with zero GPU requirement.
- **Does it run**: Model card only lists safetensors format and cc-by-4.0 license, **no parameter count, no hardware requirements listed**; Kyutai's official launch blog mentions "designed for edge, real-time factor < 0.5," but the model card doesn't reproduce those numbers, actual performance still awaits community verification.
- **Buzz this week**: HF trending score 69, 1.4K total downloads, 1.7K likes.
- **Versus peers**: Lighter and more permissive than Coqui XTTS-v2 (requires license request) or Bark (heavy params, slow inference) (source: Kyutai launch blog comparison).
- **How to get it**: HF page suggests pairing with Moshi/TTS inference stack; concrete loading examples require checking Kyutai's official GitHub (README doesn't provide a one-liner).
- **Link**: https://huggingface.co/kyutai/pocket-tts

## Closing
This week's three models happen to complete a full offline toolchain: multimodal understanding, uncensored text generation, and edge speech synthesis, all with licenses permitting commercial embedding. If you have a 16GB GPU and need to process mixed image-text data, DeepSeek-V4.1-Flash-1017 is the one to download and try first. Next episode we'll cover other quantized variants gaining traction in community discussions.

---

## About this article and its author

Originally published on [Mark Ku's Tech Notes](https://blog.markkulab.net/en/local-ai-lab/local-ai-lab-2026-11-08)

License: [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — when reusing or quoting, credit the author and link back to the original

### About the author

**[Mark Ku](https://blog.markkulab.net/en/author/mark-ku)** — Software engineer

- 10+ years as a software engineer
- Built North-American e-commerce and AI SaaS subscription billing

### Free tools built by the author

All of these are free to use:

- [Free PDF Sign Tool](https://blog.markkulab.net/en/tools/pdf-sign): Online PDF sign tool — draw, type, or upload a signature, then drag, resize, and download. Everything runs in your browser; nothing is uploaded.
- [VS Code Refactory](https://blog.markkulab.net/en/tools/refactory): Refactory is a VS Code refactoring extension: 34 actions plus a 37-rule code-smell inspection layer with a Code Health dashboard, across 18 languages, backed by 534 tests. It learns your repo's conventions: where interfaces live, where DI is registered, whether 'use client' belongs. It ranks files by git churn × complexity so you know what to fix first, and hands any smell to the Claude Code already on your machine. Free to use, and your source never leaves your computer.
- [DB-Kit Database Manager](https://blog.markkulab.net/en/tools/db-kit): DB-Kit is a lightweight, cross-platform database manager built with Tauri + Rust + React. Manage MySQL, MariaDB, PostgreSQL, SQL Server, Oracle, SQLite, MongoDB, Redis, Kafka, Elasticsearch and RabbitMQ from one consistent interface: passwords encrypted in the OS keychain, SSH tunnels, full CRUD, a visual query builder, stacked multi-statement result sets, cross-connection data transfer, schema & data compare with sync SQL and schema snapshots, Excel / CSV import & export, visualized execution plans, ER diagrams, scheduled backups, SQL stress testing with p50–p99 latency percentiles, a 15-rule SQL review engine, Review & Run (AI review plus per-statement backups and an auto-generated rollback script), Kafka message browsing with monitoring & alerts, an SSH terminal with SFTP / FTP, Docker / Kubernetes, remote desktop (RDP / VNC / RustDesk), file / folder compare, stored procedure integration tests, six UI languages, a built-in AI assistant (a local CLI or any Anthropic / OpenAI-compatible API; natural-language SQL, AI review and tuning advice) and the dbk CLI. Free and open source (MIT), with installers for Windows, macOS and Linux.
- [VS Code Super Mermaid](https://blog.markkulab.net/en/tools/super-mermaid): Super Mermaid is a VS Code extension for beautiful Mermaid diagrams out of the box: auto-colored live preview, mouse pan & zoom, high-res PNG / SVG export, 21 templates and multiple themes. Free and open source (MIT).
- [React Super Mermaid](https://blog.markkulab.net/en/tools/react-super-mermaid): react-super-mermaid is an open-source React component library: render beautiful Mermaid diagrams with a single <MermaidViewer>, with built-in colorful / sketch themes, pan & zoom, in-diagram search, and high-res SVG / PNG export. Lightweight, SSR-safe, fully typed. Free and open source (MIT).
- [Jira / Confluence Super Mermaid](https://blog.markkulab.net/en/tools/jira-super-mermaid): An Atlassian Forge app: write Mermaid syntax directly inside a Jira issue or a Confluence page and get flowcharts, sequence diagrams, state machines and Gantt charts. 11 diagram types, SVG / PNG export, light and dark themes, full CJK support. Runs on Atlassian: your diagrams live in your own site and the app calls no third-party service. Free, coming soon to the Atlassian Marketplace.
- [Mermaid Live Preview](https://blog.markkulab.net/en/tools/mermaid-preview): Write Mermaid in your browser, see it render instantly, and share the whole diagram as a single link. No sign-up, nothing uploaded to a server, and mermaid.live share links work as-is.
- [React Intl Phone Number](https://blog.markkulab.net/en/tools/react-intl-phone-number): react-intl-phone-number is an open-source React component: framework-agnostic and antd-free, with E.164 in/out, a searchable flag / country-code dropdown, configurable validation levels (strict / mobile-strict / loose), themeable CSS, and i18n — phone logic powered by google-libphonenumber. Lightweight and fully typed. Free and open source (MIT).
- [Uptime Kuma Cluster](https://blog.markkulab.net/en/tools/uptime-kuma-cluster): Turn single-node Uptime Kuma into a highly available cluster: OpenResty + Lua smart load balancing, shared MariaDB state, health checks and automatic failover, plus cluster-management REST APIs. One Docker Compose command to start. Free and open source (MIT).
- [AI Podcast Cut](https://blog.markkulab.net/en/tools/ai-podcast-cut): Drop in a recording and it removes fillers and stutters, levels loudness segment by segment, and sends a second agent to review every cut. Cut points snap to word boundaries and zero crossings, every splice gets a fade, and sentence-end breaths are preserved. Desktop app for Windows, macOS and Linux. MIT licensed; the Windows installer bundles ffmpeg.
- [AI Video Cut](https://blog.markkulab.net/en/tools/ai-video-cut): Pick something in your video: type it (face, license plate, phone screen, logo), click points or drag a box, or let Claude Code / Codex pick it. AI Video Cut tracks it frame by frame, then mosaics or blurs it, recolors it, pins stickers and text to it, swaps a screen or poster for your own image or video, or removes it using background that other frames actually captured. Plus sequence editing, local captions and an AI assistant. Free, open-source (MIT) Windows desktop app (macOS / Linux experimental) that runs locally, nothing uploaded.
- [open-pos restaurant POS](https://blog.markkulab.net/en/tools/open-pos): One computer and one receipt printer is enough to open the shop. Your data lives on your own disk, no subscription, no lock-in, MIT licensed. Money is integer New Taiwan dollars with tax split by the statutory formula, so sales + tax always equals the total. Printing goes straight over ESC/POS on TCP 9100, with no vendor driver. Tauri + Rust + SQLite desktop app, v1.0 in development.
- [.NET e-commerce API template](https://blog.markkulab.net/en/tools/dotnet-ecommerce-api): An e-commerce backend API template built on .NET 10: Controller → Service → Repository layering, Autofac convention-based registration, SqlSugar for MySQL / MariaDB and SQL Server, Redis cache and message queue, Hangfire jobs, JWT auth, and an extensible payment provider module (ECPay, Newebpay). Apache 2.0.
- [Open Token Monitor team AI usage](https://blog.markkulab.net/en/tools/open-token-monitor): Collect token usage and equivalent cost from every employee's AI coding tools into a hub you host yourself: PostgreSQL, org roster, dashboards compared by company and department, and a reports API. Electron and Rust/Tauri clients upload every 30 minutes. MIT licensed, one Docker command.
- [ai-security-monitor defensive security](https://blog.markkulab.net/en/tools/ai-security-monitor): Your website is live. Who checks its certificates, security settings and known vulnerabilities? A self-hosted Security Hub brings website scans and host monitoring together, deduplicates findings and compares scans after fixes.

### Daily podcasts

- [Mark's Tech Insights — Daily AI News](https://blog.markkulab.net/en/category/tech-news): Daily curated AI and tech trends. Catch the latest developments via audio summaries — covering AI applications, software architecture, DevOps, and engineering practice. — RSS: https://blog.markkulab.net/feed.xml
- [AI股市蝦聊](https://blog.markkulab.net/en/category/ai-stock-chat): Every trading day, an AI-analyzed take on the Taiwan stock market, delivered as a two-host conversation covering the session and the next-day outlook. — RSS: https://blog.markkulab.net/ai-stock-chat/feed.xml
- [開源好物日報](https://blog.markkulab.net/en/category/open-source-weekly): A daily two-host pick of free open-source tools surfaced from real Hacker News, GitHub, and Reddit buzz — what pain they solve and the fastest way to get started. — RSS: https://blog.markkulab.net/open-source-weekly/feed.xml
- [AI 運動日報](https://blog.markkulab.net/en/category/sports-weekly): Two hosts talk NBA, MLB and world sport every day — scores, records and the stories behind them, from a Taiwanese fan perspective. — RSS: https://blog.markkulab.net/sports-weekly/feed.xml
- [AI 國際新聞快報](https://blog.markkulab.net/en/category/world-news): A daily two-host briefing that makes sense of the past 24 hours in world news — geopolitics, the global economy, conflict and security, disasters and climate — from a Taiwanese perspective, neutral and fully sourced. — RSS: https://blog.markkulab.net/world-news/feed.xml
- [地端 AI 實驗室](https://blog.markkulab.net/en/category/local-ai-lab): Every day, a two-host look at open-weight models and LoRAs you can actually run on your own machine: what they are for, whether your GPU can handle them, and how they compare — sourced from official model cards. — RSS: https://blog.markkulab.net/local-ai-lab/feed.xml
- [AI 行銷日報](https://blog.markkulab.net/en/category/ai-marketing): Every day, two hosts break down the latest in AI for marketing, advertising, SEO/GEO and content marketing: practical, never sponsored, every story sourced. — RSS: https://blog.markkulab.net/ai-marketing/feed.xml
- [AI 資安日報](https://blog.markkulab.net/en/category/ai-security): Every day, two hosts cover the latest where AI meets cybersecurity: LLM and AI agent vulnerabilities, prompt injection, model supply-chain risks and AI-powered attacks, from a defense-first angle with every story sourced. — RSS: https://blog.markkulab.net/ai-security/feed.xml

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