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v2 fewfeed

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# Top‑level (parent) prompt parent: template: | You are an expert sentiment analyst. Given a movie review, decide if the sentiment is **positive** or **negative**. Respond ONLY with "POSITIVE" or "NEGATIVE".

# 2️⃣ Initialise components Telemetry.enable(level=cfg["output"]["log_level"]) ds = DataSourceFactory.from_cfg(cfg["data_source"]) model = ModelAdapterFactory.from_cfg(cfg["model"]) prompt_engine = PromptEngine.load(cfg["prompt"]["spec_path"])

Metrics averaged over 600 episodes. Gains attributed to adaptive feeding and prototype caching.

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V2 Fewfeed 【Hot】

# Top‑level (parent) prompt parent: template: | You are an expert sentiment analyst. Given a movie review, decide if the sentiment is **positive** or **negative**. Respond ONLY with "POSITIVE" or "NEGATIVE".

# 2️⃣ Initialise components Telemetry.enable(level=cfg["output"]["log_level"]) ds = DataSourceFactory.from_cfg(cfg["data_source"]) model = ModelAdapterFactory.from_cfg(cfg["model"]) prompt_engine = PromptEngine.load(cfg["prompt"]["spec_path"]) v2 fewfeed

Metrics averaged over 600 episodes. Gains attributed to adaptive feeding and prototype caching. # Top‑level (parent) prompt parent: template: | You