Can an LLM lose conceptual continuity while remaining coherent?
Hugging Face Forums [Unofficial]
June 11, 2026
If I manage to solve the LITM problem, or to be better than SnapKV at least, I will share everything with you, if you are actually working on that epistemic layer.
If I fail, though, I will share the NIAH solution (the basic TIS) so that we can try to integrate it with your system but at a different level.
These are my baselines so far:
6.2 LITM Results
| Cache Budget | Vanilla | StreamingLLM | H2O | SnapKV | Infini-Attn | TIS (oracle) |
|---|---|---|---|---|---|---|
| 100% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% | 100.0% |
| 75% | 66.1% | 66.7% | 66.7% | 79.4% | 47.8% | 66.1% |
| 50% | 43.9% | 33.3% | 44.4% | 55.6% | 32.8% | 46.1% |
| 25% | 33.3% | 33.3% | 33.3% | 33.3% | 33.3% | 33.3% |
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