# SpinnerAppreciate/glm-flash-offline-client

> Standalone Windows client for running the GLM-5.3-Flash model locally: chat works without cloud and without sending data outside. The repository is the project's documentation hub; the client itself ships as a single archive with model weights.

- Magnitude: 0.0 out of 10 — Quiet
- Stars: 104 total · +0 stars on 2026-09-25 (UTC), ≈ 0 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: HTML · License: MIT · Created: 2026-09-08 · Last push: 2026-09-08
- GitHub: https://github.com/SpinnerAppreciate/glm-flash-offline-client · Page: https://gitnova.dev/en/r/SpinnerAppreciate/glm-flash-offline-client

## Useful for

- Run private LLM chat sessions on an isolated workstation without internet
- Process a .txt or .csv of prompts in local batch mode
- Export conversation threads to Markdown or plain text for record-keeping

## Why it’s here

- The repository is 17 days old and already has 104 stars.

## 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: 35
- Issues and pull requests: 0
- Watchers: 16
- Average over the last week: 0 per day
- Usual pace: 4 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 13 days

09-13 0.0, 09-14 0.0, 09-15 0.0, 09-16 0.0, 09-17 0.0, 09-18 0.0, 09-19 0.0, 09-20 0.0, 09-21 0.0, 09-22 0.0, 09-23 0.0, 09-24 0.0, 09-25 0.0

---

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 2026-09-25 00:05 UTC, updated every 30 minutes.