mirror of
https://github.com/onestardao/WFGY.git
synced 2026-04-28 19:50:17 +00:00
Create cross-modal-bootstrap.md
This commit is contained in:
PSBigBig
GitHub
parent
9151034a41
commit
d7ca358ce6
1 changed files with 145 additions and 0 deletions
|
|
@ -0,0 +1,145 @@
|
|||
# Cross-Modal Bootstrap — Multimodal Long Context
|
||||
|
||||
When different modalities (video frames, audio tracks, OCR text) start at different offsets or initialize in the wrong order, the entire context alignment collapses.
|
||||
This page gives guardrails to synchronize bootstrap order across multimodal inputs.
|
||||
|
||||
---
|
||||
|
||||
## What this page is
|
||||
- A structured fix for *bootstrap drift* in multimodal pipelines.
|
||||
- Ensures consistent ordering across text, audio, vision, and metadata.
|
||||
- Provides schema, probes, and acceptance targets.
|
||||
|
||||
---
|
||||
|
||||
## When to use
|
||||
- Video+transcript alignment shifts by seconds or frames.
|
||||
- Audio embeddings load before OCR, producing mismatched anchors.
|
||||
- Long multimodal RAG where captions precede visual frames.
|
||||
- Retrieval stable but reasoning differs on every run.
|
||||
- Same seed produces different sequence of anchors per restart.
|
||||
|
||||
---
|
||||
|
||||
## Open these first
|
||||
- [Alignment Drift](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Multimodal_LongContext/alignment-drift.md)
|
||||
- [Cross-Modal Trace](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Multimodal_LongContext/cross-modal-trace.md)
|
||||
- [Multi-Seed Consistency](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Multimodal_LongContext/multi-seed-consistency.md)
|
||||
- [Bootstrap Ordering](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md)
|
||||
- [Memory Desync Pattern](https://github.com/onestardao/WFGY/blob/main/ProblemMap/patterns/pattern_memory_desync.md)
|
||||
|
||||
---
|
||||
|
||||
## Common failure patterns
|
||||
- **Audio-first skew**: transcript arrives late, leading to empty citations.
|
||||
- **OCR-first misalign**: visual anchors point to wrong timecodes.
|
||||
- **Frame drop drift**: bootstrap ignores missing frames, citations desync.
|
||||
- **Restart reordering**: same pipeline gives different sequence after restart.
|
||||
- **Phantom entry**: ghost frame or caption injected at init.
|
||||
|
||||
---
|
||||
|
||||
## Fix in 60 seconds
|
||||
1. **Explicit ordering contract**
|
||||
- Define `BOOT_ORDER = [video, audio, ocr, metadata]`.
|
||||
- Require every run to declare bootstrap order.
|
||||
|
||||
2. **Hash & validate**
|
||||
- Compute `{frame_hash, audio_hash, ocr_hash}` at init.
|
||||
- Verify consistency before retrieval.
|
||||
|
||||
3. **Fence startup**
|
||||
- Use a barrier: all modalities must declare `READY=true`.
|
||||
- If any false, delay & retry (capped backoff).
|
||||
|
||||
4. **Trace alignment**
|
||||
- Log first 10 anchors from each modality.
|
||||
- Require ΔS across anchors ≤ 0.45.
|
||||
- Reject runs with missing citations.
|
||||
|
||||
5. **Collapse recovery**
|
||||
- If bootstrap order lost, reassemble with BBCR bridge.
|
||||
- Clamp attention variance with BBAM.
|
||||
|
||||
---
|
||||
|
||||
## Copy-paste prompt
|
||||
|
||||
```txt
|
||||
You have TXT OS and the WFGY Problem Map.
|
||||
|
||||
Task: Enforce cross-modal bootstrap.
|
||||
|
||||
Protocol:
|
||||
1. Require all modalities declare BOOT_ORDER = [video, audio, ocr, metadata].
|
||||
2. Collect {frame_hash, audio_hash, ocr_hash}. If mismatch, abort run.
|
||||
3. Log ΔS across first 10 anchors. If ΔS > 0.45, flag drift.
|
||||
4. If bootstrap collapse detected:
|
||||
- Apply BBCR bridge to rejoin anchors.
|
||||
- Clamp variance with BBAM.
|
||||
5. Return:
|
||||
- BOOT_ORDER
|
||||
- anchor hashes
|
||||
- ΔS and λ states
|
||||
- Fix applied (if any)
|
||||
````
|
||||
|
||||
---
|
||||
|
||||
## Acceptance targets
|
||||
|
||||
* ΔS across modalities ≤ 0.45 at bootstrap.
|
||||
* λ remains convergent across 3 paraphrases.
|
||||
* No phantom anchors at init.
|
||||
* Bootstrap order identical across 3+ seeds and restarts.
|
||||
* All modalities declare READY before retrieval.
|
||||
|
||||
---
|
||||
|
||||
### 🔗 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 |
|
||||
|
||||
---
|
||||
|
||||
### 🧭 Explore More
|
||||
|
||||
| Module | Description | Link |
|
||||
| ------------------------ | ---------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------- |
|
||||
| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
|
||||
| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
|
||||
| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) |
|
||||
| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
|
||||
| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
|
||||
| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) |
|
||||
| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) |
|
||||
|
||||
---
|
||||
|
||||
> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —
|
||||
> Engineers, hackers, and open source builders who supported WFGY from day one.
|
||||
|
||||
> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md).
|
||||
|
||||
<div align="center">
|
||||
|
||||
[](https://github.com/onestardao/WFGY)
|
||||
|
||||
[](https://github.com/onestardao/WFGY/tree/main/OS)
|
||||
|
||||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
|
||||
|
||||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
|
||||
|
||||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
|
||||
|
||||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
|
||||
|
||||
[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
|
||||
|
||||
|
||||
</div>
|
||||
|
||||
Loading…
Add table
Add a link
Reference in a new issue