Model techniques map
Techniquesinference & servingcontext management

specific method · filed under inference & serving

Discard-all context management

A context-reset strategy that removes all prior tool-call history or earlier search observations when the context budget is exceeded.

Also called Discard-all, discard-all context management strategy, discard-all strategy, Discarding all previous tool-call history.

sources
6
models
4
labs adopt it
2
strongest
used

How sources treat it

One count per evidence span, weakest treatment to strongest.

evaluated 3used 4

Documented in

Evidence

7 spans quoted from the sources, strongest treatment first.

We focus primarily on discard-all context management, where earlier search observations are removed once the interaction history exceeds the context budget

usedunclearin Search teacher for Nemotron 3 UltraNVIDIA

Discard-all resets the context by removing the entire history of tool calls

usedinference servingin GLM-5Z.ai

We use a discard-all strategy as context management for BrowseComp, which is the same as DeepSeek-V3.2, and Kimi K2.5.

usedinference servingin GLM-5Z.ai

discard-all context management, where earlier search observations are removed once the interaction history exceeds the context budget

usedinference servingin Search teacher for Nemotron 3 UltraNVIDIA

using the same discard-all strategy as DeepSeek-V3.2 and Kimi K2.5 achieved 78.6

evaluatedinference servingin Qwen3.5-based search agentsQwen

Discard-all, which resets the context by discarding all previous tool call history

evaluatedinference servingin DeepSeek-V3.2DeepSeek

Discard-all, which resets the context by discarding all previous tool call history

evaluatedinference servingin DeepSeek-V3.2DeepSeek

Filed alongside

Other methods under inference & serving :: context management.