{"schema_version":"onlylabs.public_signal.v1","title":"Moonshot AI (Kimi) Repo: MoonshotAI/batched-benchmark","description":"Moonshot AI (Kimi) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/307f8897-4b9e-4c63-8de5-ea80334c5299","json_url":"https://onlylabs.fyi/signals/307f8897-4b9e-4c63-8de5-ea80334c5299/signal.json","generated_at":"2026-06-11T03:57:38.973156+00:00","org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/moonshot","dossier_json_url":"https://onlylabs.fyi/labs/moonshot/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/307f8897-4b9e-4c63-8de5-ea80334c5299","signal_json":"https://onlylabs.fyi/signals/307f8897-4b9e-4c63-8de5-ea80334c5299/signal.json","source":"https://github.com/MoonshotAI/batched-benchmark","lab_dossier":"https://onlylabs.fyi/labs/moonshot","lab_dossier_json":"https://onlylabs.fyi/labs/moonshot/dossier.json","analysis":"https://onlylabs.fyi/analysis/moonshot","analysis_json":"https://onlylabs.fyi/analysis/moonshot/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/moonshot/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":"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":"Moonshot AI (Kimi) published MoonshotAI/batched-benchmark (Python). 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or product work before it appears in polished launch channels.."},{"subject":"MoonshotAI/batched-benchmark","predicate":"has source host","object":"github.com","text":"MoonshotAI/batched-benchmark has source host github.com."},{"subject":"MoonshotAI/batched-benchmark","predicate":"has lab","object":"Moonshot AI (Kimi)","text":"MoonshotAI/batched-benchmark has lab Moonshot AI (Kimi)."},{"subject":"MoonshotAI/batched-benchmark","predicate":"has signal desk","object":"repos","text":"MoonshotAI/batched-benchmark has signal desk repos."},{"subject":"MoonshotAI/batched-benchmark","predicate":"has source host","object":"github.com","text":"MoonshotAI/batched-benchmark has source host github.com."},{"subject":"MoonshotAI/batched-benchmark","predicate":"has repository","object":"MoonshotAI/batched-benchmark","text":"MoonshotAI/batched-benchmark has repository MoonshotAI/batched-benchmark."},{"subject":"MoonshotAI/batched-benchmark","predicate":"has 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MoonshotAI/batched-benchmark · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Moonshot AI (Kimi)","predicate":"published repo","object":"MoonshotAI/batched-benchmark","text":"Moonshot AI (Kimi) published repo MoonshotAI/batched-benchmark."},{"subject":"MoonshotAI/batched-benchmark","predicate":"is classified as","object":"repo signal","text":"MoonshotAI/batched-benchmark is classified as repo signal."},{"subject":"MoonshotAI/batched-benchmark","predicate":"belongs to","object":"repos desk","text":"MoonshotAI/batched-benchmark belongs to repos desk."},{"subject":"MoonshotAI/batched-benchmark","predicate":"has context","object":"Python","text":"MoonshotAI/batched-benchmark has context Python."},{"subject":"MoonshotAI/batched-benchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MoonshotAI/batched-benchmark has evidence coverage 1 captured evidence page."},{"subject":"MoonshotAI/batched-benchmark","predicate":"matches data-business lanes","object":"Evals and quality","text":"MoonshotAI/batched-benchmark matches data-business lanes Evals and quality."}]},"signal":{"id":"307f8897-4b9e-4c63-8de5-ea80334c5299","url":"https://onlylabs.fyi/signals/307f8897-4b9e-4c63-8de5-ea80334c5299","json_url":"https://onlylabs.fyi/signals/307f8897-4b9e-4c63-8de5-ea80334c5299/signal.json","source_url":"https://github.com/MoonshotAI/batched-benchmark","title":"MoonshotAI/batched-benchmark","summary":"Moonshot AI (Kimi) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2024-04-19T06:24:09+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/MoonshotAI/batched-benchmark"]},"facets":{"repo":"MoonshotAI/batched-benchmark","language":"Python"},"traction":{"github_stars":5,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":14,"matched_terms":["benchmark"],"reason":"Moonshot AI (Kimi) has a repo signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/MoonshotAI/batched-benchmark","final_url":"https://github.com/MoonshotAI/batched-benchmark","title":"MoonshotAI/batched-benchmark repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:38.973156+00:00","bytes":11605,"raw_path":"ce62c9dd0f0c141eea5057930df7d4ee9becfeb8c559d307de94e2c3ee3bd61a.json","content_hash":"b4a39ca49c0194fa371b991bbf8a8f63ead40f92593f2956ebb94f994f8697ed","excerpt_chars":1200,"truncated":true,"excerpt":"MoonshotAI/batched-benchmark Language: Python Stars: 5 Forks: 1 Open issues: 1 Created: 2024-04-19T06:24:09Z Pushed: 2024-05-14T04:24:45Z Default branch: master Fork: no Archived: no README: Benchmarking vLLM Downloading the ShareGPT dataset You can download the dataset by running: ```bash wget https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered/resolve/main/ShareGPT_V3_unfiltered_cleaned_split.json ``` Benchmark with OB 获取OB 因为当前没有整理ob的代码，所以仅提供ob可执行文件给外部用户使用，有需求请邮件联系 数据准备 生成prompts，可使用`benchmarks/generate_ob_tests.py`，建议使用所测模型对应的tokenizer ```sh 可以设置自己的默认值，来减少命令行参数的配置; 建议直接用batched_benchamrk, 则不需要手动调用generate_ob_tests.py python3 generate_ob_tests.py --min-tokens 1024 --max-tokens 1024 --count 1000 --tokenizer YOUR-HUGGINGFACE-TOKENIZER --output output.jsonl --dataset YOUR-DOWNLOADED-SHAREGPT-V3-DATASET ``` OB 原生测试 ```sh ob -e \"http://localhost:8888/v1\" -m model-name -i ./corpora/tokens-1024-1024.jsonl -n 1000 --max-tokens 128 -c 100 --verbose ``` Batched Benchmark 简介 * **基于 ob** 的批量测速脚本 * 依赖`generate_ob_tests.py`生成prompt * 依赖`analyze_result.py`根据原始输出生成markdown表格 * 可使用`compare_result.py`比较两次测试的结果 完整benchmark流程 * 部署vllm * 安装测速脚本需要的依赖项，比如直接 `pip install -r..."},"evidence_pages":[{"url":"https://github.com/MoonshotAI/batched-benchmark","final_url":"https://github.com/MoonshotAI/batched-benchmark","title":"MoonshotAI/batched-benchmark repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:38.973156+00:00","bytes":11605,"raw_path":"ce62c9dd0f0c141eea5057930df7d4ee9becfeb8c559d307de94e2c3ee3bd61a.json","content_hash":"b4a39ca49c0194fa371b991bbf8a8f63ead40f92593f2956ebb94f994f8697ed","excerpt_chars":1200,"truncated":true,"excerpt":"MoonshotAI/batched-benchmark Language: Python Stars: 5 Forks: 1 Open issues: 1 Created: 2024-04-19T06:24:09Z Pushed: 2024-05-14T04:24:45Z Default branch: master Fork: no Archived: no README: Benchmarking vLLM Downloading the ShareGPT dataset You can download the dataset by running: ```bash wget https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered/resolve/main/ShareGPT_V3_unfiltered_cleaned_split.json ``` Benchmark with OB 获取OB 因为当前没有整理ob的代码，所以仅提供ob可执行文件给外部用户使用，有需求请邮件联系 数据准备 生成prompts，可使用`benchmarks/generate_ob_tests.py`，建议使用所测模型对应的tokenizer ```sh 可以设置自己的默认值，来减少命令行参数的配置; 建议直接用batched_benchamrk, 则不需要手动调用generate_ob_tests.py python3 generate_ob_tests.py --min-tokens 1024 --max-tokens 1024 --count 1000 --tokenizer YOUR-HUGGINGFACE-TOKENIZER --output output.jsonl --dataset YOUR-DOWNLOADED-SHAREGPT-V3-DATASET ``` OB 原生测试 ```sh ob -e \"http://localhost:8888/v1\" -m model-name -i ./corpora/tokens-1024-1024.jsonl -n 1000 --max-tokens 128 -c 100 --verbose ``` Batched Benchmark 简介 * **基于 ob** 的批量测速脚本 * 依赖`generate_ob_tests.py`生成prompt * 依赖`analyze_result.py`根据原始输出生成markdown表格 * 可使用`compare_result.py`比较两次测试的结果 完整benchmark流程 * 部署vllm * 安装测速脚本需要的依赖项，比如直接 `pip install -r..."}],"related_signals":[{"id":"79251662-bd6e-416b-a102-fa2c0094a732","url":"https://onlylabs.fyi/signals/79251662-bd6e-416b-a102-fa2c0094a732","source_url":"https://github.com/MoonshotAI/kimi-code","title":"MoonshotAI/kimi-code","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-05-22T08:02:03+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"1873c3cc-86bb-4c82-83a2-55e4b9abbf6a","url":"https://onlylabs.fyi/signals/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a","source_url":"https://github.com/MoonshotAI/FlashKDA","title":"MoonshotAI/FlashKDA","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-04-20T12:59:46+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"56e737b3-83b8-4d8a-896f-764466e39951","url":"https://onlylabs.fyi/signals/56e737b3-83b8-4d8a-896f-764466e39951","source_url":"https://github.com/MoonshotAI/Attention-Residuals","title":"MoonshotAI/Attention-Residuals","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-03-15T13:29:15+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"8b3ade28-e68c-4b70-83b6-c1ed58d1fa27","url":"https://onlylabs.fyi/signals/8b3ade28-e68c-4b70-83b6-c1ed58d1fa27","source_url":"https://github.com/MoonshotAI/kimi-help-center","title":"MoonshotAI/kimi-help-center","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-03-02T10:39:40+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"5d5d3a8a-3d2f-4b99-a4e1-ce195d537ee8","url":"https://onlylabs.fyi/signals/5d5d3a8a-3d2f-4b99-a4e1-ce195d537ee8","source_url":"https://github.com/MoonshotAI/kimi-agent-rs","title":"MoonshotAI/kimi-agent-rs","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-02-06T13:28:20+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"73929b19-ab5d-453e-88cc-d499bff38a01","url":"https://onlylabs.fyi/signals/73929b19-ab5d-453e-88cc-d499bff38a01","source_url":"https://github.com/MoonshotAI/Kimi-K2.5","title":"MoonshotAI/Kimi-K2.5","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-01-30T14:29:16+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"}]}