{"schema_version":"onlylabs.public_signal.v1","title":"Amazon (Nova) Repo: amazon-science/icr-kv-caching-long-context-llms","description":"Amazon (Nova) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/78152197-546e-4600-94f4-e9447c8a1054","json_url":"https://onlylabs.fyi/signals/78152197-546e-4600-94f4-e9447c8a1054/signal.json","generated_at":"2026-06-11T02:53:03.415266+00:00","org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/amazon","dossier_json_url":"https://onlylabs.fyi/labs/amazon/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/78152197-546e-4600-94f4-e9447c8a1054","signal_json":"https://onlylabs.fyi/signals/78152197-546e-4600-94f4-e9447c8a1054/signal.json","source":"https://github.com/amazon-science/icr-kv-caching-long-context-llms","lab_dossier":"https://onlylabs.fyi/labs/amazon","lab_dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis":"https://onlylabs.fyi/analysis/amazon","analysis_json":"https://onlylabs.fyi/analysis/amazon/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Amazon (Nova) published amazon-science/icr-kv-caching-long-context-llms (Python). 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Table of Contents - [Repository Structure](#repository-structure) - [Installation](#installation) - [Quick Start](#quick-start) - [Inference](#inference) - [Evaluation](#evaluation) - [Training](#training) - [Preprocessing](#preprocessing) - [Analysis](#analysis) - [Advanced Topics](#advanced-topics) --- Repository Structure ``` icr-kv-caching-long-context-llms/ ├── config/ # YAML configuration files │ ├── inference/ # Inference configs per benchmark/model │ ├── evaluation/ # Evaluation configs │ ├── training/ # Training configs (Kubernetes YAML) │ ├── analysis/ # Attention analysis configs │ └──..."},"evidence_pages":[{"url":"https://github.com/amazon-science/icr-kv-caching-long-context-llms","final_url":"https://github.com/amazon-science/icr-kv-caching-long-context-llms","title":"amazon-science/icr-kv-caching-long-context-llms repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:03.415266+00:00","bytes":37510,"raw_path":"4728602732d7dfe0622c0cbc831e1cd0ef52e1dffad205e7fc17210cab587d90.json","content_hash":"85019552a779dc1329a98f1f84e90ec2603d85e7565941a452fdd45acc240584","excerpt_chars":1200,"truncated":true,"excerpt":"amazon-science/icr-kv-caching-long-context-llms Description: Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models Language: Python License: NOASSERTION Stars: 6 Forks: 0 Open issues: 1 Created: 2026-02-11T10:19:41Z Pushed: 2026-05-06T20:02:48Z Default branch: main Fork: no Archived: no README: Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models Official repository for the paper \"Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models\". Table of Contents - [Repository Structure](#repository-structure) - [Installation](#installation) - [Quick Start](#quick-start) - [Inference](#inference) - [Evaluation](#evaluation) - [Training](#training) - [Preprocessing](#preprocessing) - [Analysis](#analysis) - [Advanced Topics](#advanced-topics) --- Repository Structure ``` icr-kv-caching-long-context-llms/ ├── config/ # YAML configuration files │ ├── inference/ # Inference configs per benchmark/model │ ├── evaluation/ # Evaluation configs │ ├── training/ # Training configs (Kubernetes YAML) │ ├── analysis/ # Attention analysis configs │ └──..."}],"related_signals":[{"id":"087c32a2-6ad0-4981-9315-11fdd32a0153","url":"https://onlylabs.fyi/signals/087c32a2-6ad0-4981-9315-11fdd32a0153","source_url":"https://github.com/amazon-science/reskill","title":"amazon-science/reskill","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-06-04T02:13:35+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"},{"id":"e5701aed-6cd3-48dd-bfa6-ef839031e2e8","url":"https://onlylabs.fyi/signals/e5701aed-6cd3-48dd-bfa6-ef839031e2e8","source_url":"https://github.com/amazon-science/dualkv-flash-attn-for-rl","title":"amazon-science/dualkv-flash-attn-for-rl","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-27T17:38:58+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"},{"id":"8af28f0c-7331-4b08-b517-e18b3555e503","url":"https://onlylabs.fyi/signals/8af28f0c-7331-4b08-b517-e18b3555e503","source_url":"https://github.com/amazon-science/EvoMAS","title":"amazon-science/EvoMAS","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-19T19:23:29+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"},{"id":"e3ff8718-7daa-4ebd-a3e6-3d825c538b74","url":"https://onlylabs.fyi/signals/e3ff8718-7daa-4ebd-a3e6-3d825c538b74","source_url":"https://github.com/amazon-science/adaptive-layerwise-perturbation","title":"amazon-science/adaptive-layerwise-perturbation","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-14T17:44:17+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"},{"id":"9afcd328-0124-485c-8ace-9c3ad546e316","url":"https://onlylabs.fyi/signals/9afcd328-0124-485c-8ace-9c3ad546e316","source_url":"https://github.com/amazon-science/temporal-reasoning-dataset","title":"amazon-science/temporal-reasoning-dataset","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-13T13:07:08+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"},{"id":"e19ce80b-3d6a-4aaf-9b1a-82d1b19ab682","url":"https://onlylabs.fyi/signals/e19ce80b-3d6a-4aaf-9b1a-82d1b19ab682","source_url":"https://github.com/amazon-science/PROF-GRPO","title":"amazon-science/PROF-GRPO","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-12T19:43:55+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source"}]}