mirror of
https://github.com/onestardao/WFGY.git
synced 2026-04-28 19:50:17 +00:00
107 lines
6.9 KiB
Markdown
107 lines
6.9 KiB
Markdown
# TextGen WebUI: Guardrails and Fix Patterns
|
||
|
||
<details>
|
||
<summary><strong>🧭 Quick Return to Map</strong></summary>
|
||
|
||
<br>
|
||
|
||
> You are in a sub-page of **LocalDeploy_Inference**.
|
||
> To reorient, go back here:
|
||
>
|
||
> - [**LocalDeploy_Inference** — on-prem deployment and model inference](./README.md)
|
||
> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
|
||
> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
|
||
>
|
||
> Think of this page as a desk within a ward.
|
||
> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
|
||
</details>
|
||
|
||
|
||
A stabilization guide for **oobabooga/text-generation-webui** (TextGen WebUI).
|
||
This tool is popular for local or Docker-based inference but often drifts under plugins, extensions, or mixed model backends.
|
||
Use this page to detect and repair instability without changing infra.
|
||
|
||
---
|
||
|
||
## Open these first
|
||
|
||
* Architecture & recovery: [RAG Architecture & Recovery](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md)
|
||
* Retrieval knobs: [Retrieval Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md)
|
||
* Trace schema: [retrieval-traceability.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md)
|
||
* Ordering & warm-up fixes: [bootstrap-ordering.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md), [deployment-deadlock.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/deployment-deadlock.md), [predeploy-collapse.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/predeploy-collapse.md)
|
||
* Embedding check: [embedding-vs-semantic.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/embedding-vs-semantic.md)
|
||
|
||
---
|
||
|
||
## Core acceptance
|
||
|
||
* ΔS(question, retrieved) ≤ 0.45
|
||
* Coverage ≥ 0.70 to target snippet
|
||
* λ remains convergent across 3 paraphrases and 2 seeds
|
||
* Stable across UI plugins (no flip-flops when toggling extensions)
|
||
|
||
---
|
||
|
||
## Typical WebUI breakpoints and fix
|
||
|
||
| Symptom | Likely cause | Fix |
|
||
| ---------------------------------------------------------- | ------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
|
||
| Runs fine in notebook, but WebUI returns divergent outputs | Extension modifies prompt schema | [data-contracts.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md), [retrieval-traceability.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) |
|
||
| Citations missing when using API mode | WebUI truncates field names | [retrieval-traceability.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) |
|
||
| ΔS > 0.60 only when multiple users connect | Concurrency split in worker threads | [context-drift.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/context-drift.md), [entropy-collapse.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/entropy-collapse.md) |
|
||
| JSON schema output fails with extensions | UI prompt injection / malformed tools | [prompt-injection.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/prompt-injection.md), [logic-collapse.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/logic-collapse.md) |
|
||
| First run after model load unstable | Race in init hooks | [bootstrap-ordering.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md) |
|
||
|
||
---
|
||
|
||
## Fix in 60 seconds
|
||
|
||
1. **Warm-up**: Always run a dummy inference after model load. Log `INDEX_HASH`.
|
||
2. **Schema lock**: Enforce `snippet_id`, `tokens`, `offsets` in every response.
|
||
3. **λ probe**: Run 3 paraphrases, 2 seeds. Clamp with BBAM if divergent.
|
||
4. **Trace logging**: Save ΔS and λ per extension toggle.
|
||
5. **Verify**: Replay dataset with and without extensions enabled. ΔS ≤ 0.45 required.
|
||
|
||
---
|
||
|
||
## Copy-paste diagnostic prompt
|
||
|
||
```txt
|
||
I am running text-generation-webui with {extensions_list}.
|
||
Question: "{user_question}"
|
||
|
||
Please return:
|
||
- ΔS vs retrieved snippet
|
||
- λ across paraphrases
|
||
- Citations preserved? (yes/no)
|
||
- If ΔS ≥ 0.60, point to minimal WFGY module to apply
|
||
```
|
||
|
||
---
|
||
|
||
### 🔗 Quick-Start Downloads (60 sec)
|
||
|
||
| Tool | Link | 3-Step Setup |
|
||
| -------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------- |
|
||
| **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + \<your question>” |
|
||
| **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
|
||
|
||
---
|
||
|
||
<!-- WFGY_FOOTER_START -->
|
||
|
||
### Explore More
|
||
|
||
| Module | Description | Link |
|
||
| --- | --- | --- |
|
||
| WFGY Core | Canonical framework entry point | [View](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
|
||
| Problem Map | Diagnostic map and navigation hub | [View](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
|
||
| Tension Universe Experiments | MVP experiment field | [View](https://github.com/onestardao/WFGY/tree/main/TensionUniverse/Experiments) |
|
||
| Recognition | Where WFGY is referenced or adopted | [View](https://github.com/onestardao/WFGY/blob/main/recognition/README.md) |
|
||
| AI Guide | Anti-hallucination reading protocol for tools | [View](https://github.com/onestardao/WFGY/blob/main/AI_GUIDE.md) |
|
||
|
||
> If this repository helps, starring it improves discovery for other builders.
|
||
> [](https://github.com/onestardao/WFGY)
|
||
|
||
<!-- WFGY_FOOTER_END -->
|
||
|