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        "email": "ai-edge-bot@google.com",
        "time": "Fri Jul 17 23:02:25 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 23:04:42 2026"
      },
      "message": "Update dependencies of litert_lm\n\nLiteRT-LM-PiperOrigin-RevId: 949804989\n"
    },
    {
      "commit": "b48da157eeb2acaf981d6441e140780ceebc1afc",
      "tree": "5637eb26098458bf132db19276f3e51593e5f236",
      "parents": [
        "e5893b58ad1a2f3035d0fe3e4677e42dfccb0042"
      ],
      "author": {
        "name": "Bangcheng Wang",
        "email": "bcwang@google.com",
        "time": "Fri Jul 17 22:42:30 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 22:44:25 2026"
      },
      "message": "[litertlm] Add NoRepeatNgramConfig to LiteRT-LM Swift API.\n\nLiteRT-LM-PiperOrigin-RevId: 949795763\n"
    },
    {
      "commit": "e5893b58ad1a2f3035d0fe3e4677e42dfccb0042",
      "tree": "cea1528a8d2da4936ed8cdeced01acb71ba34542",
      "parents": [
        "62cfa40bc4e38ed4a453f3b46b2e291de9b37124"
      ],
      "author": {
        "name": "Yi-Chun Kuo",
        "email": "yichunkuo@google.com",
        "time": "Fri Jul 17 22:31:54 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 22:33:28 2026"
      },
      "message": "Add back proper config for mixed precision of GPU options.\n\nLiteRT-LM-PiperOrigin-RevId: 949791349\n"
    },
    {
      "commit": "62cfa40bc4e38ed4a453f3b46b2e291de9b37124",
      "tree": "1c7fc65f59b1f5612f148a0b3315f3e90fc13aae",
      "parents": [
        "12fb7cdc72060317a2834473f5a710c3ac1b8c3d"
      ],
      "author": {
        "name": "Salil Tambe",
        "email": "saliltambe@google.com",
        "time": "Fri Jul 17 21:58:22 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 22:00:59 2026"
      },
      "message": "Fix ASAN heap-use-after-free in EmbeddingLookupMultiModal by extending buffer lifetime.\n\nLiteRT-LM-PiperOrigin-RevId: 949776302\n"
    },
    {
      "commit": "12fb7cdc72060317a2834473f5a710c3ac1b8c3d",
      "tree": "abe2e6818374f8ea41190cf77c200383ed37ee1d",
      "parents": [
        "2e38d70d671afc893633043ef87bcc4da83565e0"
      ],
      "author": {
        "name": "Bangcheng Wang",
        "email": "bcwang@google.com",
        "time": "Fri Jul 17 21:38:17 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 21:39:35 2026"
      },
      "message": "[litertlm] Add RepetitionPenaltyConfig and maxOutputTokens to LiteRT-LM Swift API.\n\nLiteRT-LM-PiperOrigin-RevId: 949767151\n"
    },
    {
      "commit": "2e38d70d671afc893633043ef87bcc4da83565e0",
      "tree": "a79eb1805ba6e2c70497c7f93c94b4058f11b7bb",
      "parents": [
        "c72a126fb120e592961622a5a789c3cdedd61d39"
      ],
      "author": {
        "name": "Matt Kreileder",
        "email": "mattalexander@google.com",
        "time": "Fri Jul 17 21:27:51 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 21:29:13 2026"
      },
      "message": "NPU: Report the max sequence length to the Engine to fail more gracefully\n\nWithout this change models that don\u0027t store their maximum sequence length in\ntheir litertlm metadata fail with a \"KV-cache update out of range\".  By\ndetermining the limit during the executor creation and passing it to the\nengine we obtain a clean error message that the prefill tokens exceed the\nsupported limit.\n\nLiteRT-LM-PiperOrigin-RevId: 949762104\n"
    },
    {
      "commit": "c72a126fb120e592961622a5a789c3cdedd61d39",
      "tree": "5255e20e323a1b42bea46824a817d53d9617a72d",
      "parents": [
        "0e3ee2be0f4a01c7b685744f711289a684e86ab2"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Fri Jul 17 21:18:08 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 21:19:40 2026"
      },
      "message": "fix(cli): include jsonschema in the PyPI dependency\n\nAlso bump rpds-py from 0.18.1 to 2026.6.3 which has python 3.13, required by this bazel repo.\n\nLiteRT-LM-PiperOrigin-RevId: 949757846\n"
    },
    {
      "commit": "b456d5f55246cfeeec46fabc3e8623cfb6c5c97d",
      "tree": "b8206b849441e456b4f0c6c1988a9a2cba850bc2",
      "parents": [
        "3a42a29aa413d532a57dbb8fd98f555274b1cfda",
        "0e3ee2be0f4a01c7b685744f711289a684e86ab2"
      ],
      "author": {
        "name": "Salil Tambe",
        "email": "saliltambe@google.com",
        "time": "Fri Jul 17 20:17:23 2026"
      },
      "committer": {
        "name": "GitHub",
        "email": "noreply@github.com",
        "time": "Fri Jul 17 20:17:23 2026"
      },
      "message": "Merge branch \u0027main\u0027 into support_vision_encoder"
    },
    {
      "commit": "0e3ee2be0f4a01c7b685744f711289a684e86ab2",
      "tree": "cab4093dd0a0f03b600c178bba8408df8f4b19f5",
      "parents": [
        "e8afa3b4583b1914824225ea795f8597881073bc"
      ],
      "author": {
        "name": "Salil Tambe",
        "email": "saliltambe@google.com",
        "time": "Fri Jul 17 16:38:51 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 16:40:13 2026"
      },
      "message": "Fix zero token and NaN metrics in LiteRT-LM benchmark logging.\n\nLiteRT-LM-PiperOrigin-RevId: 949615629\n"
    },
    {
      "commit": "e8afa3b4583b1914824225ea795f8597881073bc",
      "tree": "b491fba93c8a9f19d4f561dbc03865c5b77d152f",
      "parents": [
        "ce0fbc35c4594172eacd4721908c42791a5830c1"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Fri Jul 17 15:09:12 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 15:10:51 2026"
      },
      "message": "fix(benchmark): pass enable_speculative_decoding in Benchmark.run()\n\nFixes https://github.com/google-ai-edge/LiteRT-LM/issues/2843.\n\nLiteRT-LM-PiperOrigin-RevId: 949575887\n"
    },
    {
      "commit": "3a42a29aa413d532a57dbb8fd98f555274b1cfda",
      "tree": "b4c0ae408cc0bef971a8517f9a9079872d8904cc",
      "parents": [
        "7a2eb5ae1fd3f8faceffc57b17599a4840a8154b",
        "ce0fbc35c4594172eacd4721908c42791a5830c1"
      ],
      "author": {
        "name": "Jiseong-oh",
        "email": "jiseong.oh@samsung.com",
        "time": "Fri Jul 17 03:25:11 2026"
      },
      "committer": {
        "name": "GitHub",
        "email": "noreply@github.com",
        "time": "Fri Jul 17 03:25:11 2026"
      },
      "message": "Merge branch \u0027main\u0027 into support_vision_encoder"
    },
    {
      "commit": "7a2eb5ae1fd3f8faceffc57b17599a4840a8154b",
      "tree": "1a65a515032518d3de05421964c66aad879a3856",
      "parents": [
        "ed7b6f6607a6c40e8ba4df50f6eab8bc66244e09"
      ],
      "author": {
        "name": "jiseong oh",
        "email": "jiseong.oh@samsung.com",
        "time": "Fri Jul 17 03:21:37 2026"
      },
      "committer": {
        "name": "jiseong oh",
        "email": "jiseong.oh@samsung.com",
        "time": "Fri Jul 17 03:21:37 2026"
      },
      "message": "Fix vision encoder crash by gating buffer pre-creation on signature count\n\n- Single-input encoders now always set patch_num_shrink_factor,\n  so the old guard skipped pre-creating signature-0 buffers and\n  the single-buffer Encode() path accessed an empty vector.\n  Use GetNumSignatures() \u003d\u003d 1 to decide instead, matching actual runtime usage.\n\nSigned-off-by: jiseong oh \u003cjiseong.oh@samsung.com\u003e\n"
    },
    {
      "commit": "ce0fbc35c4594172eacd4721908c42791a5830c1",
      "tree": "4e5b2901ae983ff4d37207bfe29f4384e8d6a15d",
      "parents": [
        "372ff7e97803f7b1dae19c7e040a04c30d8d810b"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Fri Jul 17 01:59:14 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 02:01:28 2026"
      },
      "message": "fix: remove thinking content handling from Qwen3 chat template\n\nLiteRT-LM-PiperOrigin-RevId: 949298434\n"
    },
    {
      "commit": "372ff7e97803f7b1dae19c7e040a04c30d8d810b",
      "tree": "f45512dfdc6eb834d6d4c0f3dbaf7746a0703b06",
      "parents": [
        "7355f6d9d2414928d72cabc872fbc5547a4d4e86"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Fri Jul 17 01:14:03 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 01:15:51 2026"
      },
      "message": "feat: set filterChannelContentFromKvCache to true by default\n\nTo make thinking work well over multi-turn.\n\nLiteRT-LM-PiperOrigin-RevId: 949284197\n"
    },
    {
      "commit": "7355f6d9d2414928d72cabc872fbc5547a4d4e86",
      "tree": "e757cbc308548a93f90d94378b522e16070e1d2e",
      "parents": [
        "f35fcbc35110fe90759baa18abad7bb3894e6c36"
      ],
      "author": {
        "name": "Google AI Edge",
        "email": "ai-edge-bot@google.com",
        "time": "Fri Jul 17 00:10:08 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 17 00:12:24 2026"
      },
      "message": "Add large Gemma 4 models (12B, 26B, 31B) and VRAM warning to LiteRT-LM chat app.\n\nLiteRT-LM-PiperOrigin-RevId: 949257807\n"
    },
    {
      "commit": "f35fcbc35110fe90759baa18abad7bb3894e6c36",
      "tree": "7d21696bd11dd36c7cfe717d769b200883728ea4",
      "parents": [
        "df23d6389a9d5cb38c9e7fcf27c6432586a44cf8"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Thu Jul 16 21:33:46 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 21:35:12 2026"
      },
      "message": "feat: default filter_channel_content_from_kv_cache to None across CLI and language bindings\n\nWhen not specified, native engine default settings are preserved without modification.\n\nLiteRT-LM-PiperOrigin-RevId: 949178538\n"
    },
    {
      "commit": "df23d6389a9d5cb38c9e7fcf27c6432586a44cf8",
      "tree": "5d7fbf46c85ba3c9718ec59f4cf371dd59886719",
      "parents": [
        "c74608b83af4ee01decbb3d4d56e1bb1e98f4f90"
      ],
      "author": {
        "name": "Google AI Edge",
        "email": "ai-edge-bot@google.com",
        "time": "Thu Jul 16 21:15:51 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 21:18:30 2026"
      },
      "message": "    Internal change to enable support for Google Tensor backend\n\nLiteRT-LM-PiperOrigin-RevId: 949168639\n"
    },
    {
      "commit": "c74608b83af4ee01decbb3d4d56e1bb1e98f4f90",
      "tree": "1f051754df5b384e51a5a961941242cabf61cac5",
      "parents": [
        "587d1d6b4d4a7f5dba28b48936fa083cdd6d6508"
      ],
      "author": {
        "name": "Salil Tambe",
        "email": "saliltambe@google.com",
        "time": "Thu Jul 16 21:00:03 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 21:04:50 2026"
      },
      "message": "Centralize CPU and GPU option configurations across LiteRT-LM executors\n\nLiteRT-LM-PiperOrigin-RevId: 949159770\n"
    },
    {
      "commit": "587d1d6b4d4a7f5dba28b48936fa083cdd6d6508",
      "tree": "cd95f5a0799ce110b33a7b3195a70d6855c337ce",
      "parents": [
        "e94d740e37abd6067884843a0e562d6d3b842714"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Thu Jul 16 18:59:56 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 19:01:32 2026"
      },
      "message": "Add response_format API for constrained decoding (JSON Schema and Regex) in Kotlin.\n\nLiteRT-LM-PiperOrigin-RevId: 949095972\n"
    },
    {
      "commit": "e94d740e37abd6067884843a0e562d6d3b842714",
      "tree": "118c4853881fc12d7e9145f035f9bab7d4d2ab2a",
      "parents": [
        "0e380a5377108838b7234deec1e6db26bafed9c4"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Thu Jul 16 18:09:57 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 18:12:25 2026"
      },
      "message": "Internal change\n\nLiteRT-LM-PiperOrigin-RevId: 949067497\n"
    },
    {
      "commit": "0e380a5377108838b7234deec1e6db26bafed9c4",
      "tree": "74f609b6c951b7adab46dd27ce9604959e644115",
      "parents": [
        "f9472878b7b2c2c2d1fca5962cd90f1ed78dc541"
      ],
      "author": {
        "name": "Google AI Edge",
        "email": "ai-edge-bot@google.com",
        "time": "Thu Jul 16 17:53:11 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 17:55:21 2026"
      },
      "message": "On Windows, `ERROR` is defined as a macro. When passed as an  argument, the preprocessor expands `ERROR` prematurely, resulting in build breaks.\n\nThis CL fixes the issue by utilizing the token pasting operator (##) in the macro definition. By pasting `NPU_EXECUTOR_LOG_` with the `severity` token, we prevent the Windows `ERROR` macro from expanding during argument substitution. The macro now safely evaluates to explicit `NPU_EXECUTOR_LOG_INFO` and `NPU_EXECUTOR_LOG_ERROR` macros, which cleanly wrap the `ABSL_LOG_IF` calls.\n\nLiteRT-LM-PiperOrigin-RevId: 949058532\n"
    },
    {
      "commit": "f9472878b7b2c2c2d1fca5962cd90f1ed78dc541",
      "tree": "ae6b87a2f27f3128ca1405de71c7a83775beba86",
      "parents": [
        "5dc35365a5e8dac60856b6490f69feead80e493c"
      ],
      "author": {
        "name": "Byungchul Kim",
        "email": "byungchul@google.com",
        "time": "Thu Jul 16 17:47:33 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 17:49:01 2026"
      },
      "message": "Add a flag to set gpu_enable_metal_residency_set\n\nLiteRT-LM-PiperOrigin-RevId: 949055423\n"
    },
    {
      "commit": "5dc35365a5e8dac60856b6490f69feead80e493c",
      "tree": "cadc4f7eac20d166ba0b78966fe7cc093b64583f",
      "parents": [
        "92f3caa6084b360995d6bdf7d49cec98d970d05d"
      ],
      "author": {
        "name": "Bangcheng Wang",
        "email": "bcwang@google.com",
        "time": "Thu Jul 16 17:37:11 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 17:39:00 2026"
      },
      "message": "[litertlm] Add SuppressTokensConfig to LiteRT-LM Kotlin API.\n\nLiteRT-LM-PiperOrigin-RevId: 949049925\n"
    },
    {
      "commit": "92f3caa6084b360995d6bdf7d49cec98d970d05d",
      "tree": "df4c654344d8c8f3e0c9ecf26971ae5c9d7aaf8c",
      "parents": [
        "2d816fb347c69c0e7440dfd5ab45ff995f840876"
      ],
      "author": {
        "name": "Salil Tambe",
        "email": "saliltambe@google.com",
        "time": "Thu Jul 16 16:31:13 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 16:33:38 2026"
      },
      "message": "Add support for GPU LoRA weight verification for audio inputs and AST testing.\n\nLiteRT-LM-PiperOrigin-RevId: 949015737\n"
    },
    {
      "commit": "2d816fb347c69c0e7440dfd5ab45ff995f840876",
      "tree": "05eccc6be590b6ce24c4b5409667ca9ef17ffe79",
      "parents": [
        "21a1eba62931afbe8376dcf57099776111fa56a9"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Thu Jul 16 16:22:51 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 16:24:44 2026"
      },
      "message": "refactor: extract LiteRT-LM C API internal structs into shared engine_internal.h\n\nMove C struct wrapper definitions (LiteRtLmConversationConfig, LiteRtLmEngineSettings, LiteRtLmConversation, etc.) out of engine.cc and engine_test.cc into a shared internal header engine_internal.h. This establishes a single source of truth and prevents ABI struct layout drift between runtime implementation and unit tests.\n\nLiteRT-LM-PiperOrigin-RevId: 949011835\n"
    },
    {
      "commit": "21a1eba62931afbe8376dcf57099776111fa56a9",
      "tree": "da30895ae8b333c88cd2bc5b851d989fba77d336",
      "parents": [
        "70f85236c2c0810e5c33fbdc7ee59df82b64fa14"
      ],
      "author": {
        "name": "Bangcheng Wang",
        "email": "bcwang@google.com",
        "time": "Thu Jul 16 06:59:54 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 07:01:27 2026"
      },
      "message": "[litertlm] Add NoRepeatNgramConfig to LiteRtLm Kotlin API.\n\nLiteRT-LM-PiperOrigin-RevId: 948782789\n"
    },
    {
      "commit": "70f85236c2c0810e5c33fbdc7ee59df82b64fa14",
      "tree": "f0f122ae83ae93e622953f12c5e01c34e0970016",
      "parents": [
        "36c721fc5f3a08142636989088e5218017ff3379"
      ],
      "author": {
        "name": "Yishuang Pang",
        "email": "ypang@google.com",
        "time": "Thu Jul 16 05:54:35 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 05:56:34 2026"
      },
      "message": "Set `self.handle \u003d nil` in `Conversation.deinit` and `Engine.deinit` before native deallocation to prevent re-entry or double-free errors during teardown.\n\nLiteRT-LM-PiperOrigin-RevId: 948756652\n"
    },
    {
      "commit": "36c721fc5f3a08142636989088e5218017ff3379",
      "tree": "a3735b30d447cac878e5464902b6d4c4897bb692",
      "parents": [
        "4f2cae6ebdbeb420bd10393ec0365b9718fa9711"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Thu Jul 16 04:31:38 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Thu Jul 16 04:33:52 2026"
      },
      "message": "fix: support thinking budget for Qwen models and dynamically select first channel as thinking channel\n\nLiteRT-LM-PiperOrigin-RevId: 948724071\n"
    },
    {
      "commit": "4f2cae6ebdbeb420bd10393ec0365b9718fa9711",
      "tree": "9994f1698f18c495ed17d4699d60ce128dc01144",
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        "time": "Tue Jul 14 22:37:03 2026"
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      "message": "feat(cli): add --chat-template option to litert-lm run\n\n- Accepts a Jinja file path and passes its contents to Engine.create_conversation().\n- Plumbs chat_template through Python Engine API to C API.\n- Explains in documentation and help options that if not set, the default provided by the model or engine is used.\n\nLiteRT-LM-PiperOrigin-RevId: 947942554\n"
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        "time": "Tue Jul 14 21:09:52 2026"
      },
      "message": "Implement single-turn prompt template rendering for GenericDataProcessor by delegating to RenderSingleTurnTemplateCommon. Also add unit tests verifying RenderSingleTurnTemplate for single-turn rendering and appending message flows.\n\nFix missing python dependencies (referencing, jsonschema-specifications, rpds-py) in requirements.txt.\n\nLiteRT-LM-PiperOrigin-RevId: 947896439\n"
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        "time": "Tue Jul 14 20:56:31 2026"
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      "message": "[litertlm] Add SuppressTokensConfig to LiteRT LM C API and Python bindings.\n\nLiteRT-LM-PiperOrigin-RevId: 947887929\n"
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      "author": {
        "name": "Salil Tambe",
        "email": "saliltambe@google.com",
        "time": "Tue Jul 14 20:35:12 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Tue Jul 14 20:36:42 2026"
      },
      "message": "Fix Hugging Face S3 redirect 403 authorization failures on macOS and Linux CI workflows\n\nLiteRT-LM-PiperOrigin-RevId: 947876180\n"
    },
    {
      "commit": "8cafae389ca9407b8f78ef1a61b53b482cac279c",
      "tree": "22eefd0e8d40e64dcb019b77e56c4be8b7606036",
      "parents": [
        "f871d8dcd0d888c422e3f0d19bfe95c678098b11"
      ],
      "author": {
        "name": "Marissa Ikonomidis",
        "email": "marissaw@google.com",
        "time": "Tue Jul 14 20:00:58 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Tue Jul 14 20:03:19 2026"
      },
      "message": "Update GetOptimizedPrefillWorkGroups to use cautious greedy algorithm\n\nReplaces old chunking logic with a cautious greedy algorithm.\n\nLiteRT-LM-PiperOrigin-RevId: 947857197\n"
    },
    {
      "commit": "f871d8dcd0d888c422e3f0d19bfe95c678098b11",
      "tree": "6ec50450993db28deda472015f587b5fbd6457c0",
      "parents": [
        "4790839af2e6481c7edc3fe93e2d139bc6b890d0"
      ],
      "author": {
        "name": "Bangcheng Wang",
        "email": "bcwang@google.com",
        "time": "Tue Jul 14 18:56:22 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Tue Jul 14 18:58:29 2026"
      },
      "message": "[litertlm] Add NoRepeatNgramConfig to LiteRT LM C and Python APIs.\n\nLiteRT-LM-PiperOrigin-RevId: 947823500\n"
    },
    {
      "commit": "4790839af2e6481c7edc3fe93e2d139bc6b890d0",
      "tree": "3fd8bd5ad06e736a77085cc63ef2e48d56bafb32",
      "parents": [
        "5c17868eb58aa30f1455f7be8e37943ec08767ba"
      ],
      "author": {
        "name": "Byungchul Kim",
        "email": "byungchul@google.com",
        "time": "Tue Jul 14 18:43:28 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Tue Jul 14 18:46:15 2026"
      },
      "message": "Prepare only 1 step ahead of command buffer for single KV cache case\n\nLiteRT-LM-PiperOrigin-RevId: 947816644\n"
    },
    {
      "commit": "5c17868eb58aa30f1455f7be8e37943ec08767ba",
      "tree": "10c0b4394d3a35d8cd79eb84460b560688ba3852",
      "parents": [
        "e5f9ba732f3620cf2df5197fc70f0d03faae0a78"
      ],
      "author": {
        "name": "Salil Tambe",
        "email": "saliltambe@google.com",
        "time": "Tue Jul 14 18:27:44 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Tue Jul 14 18:30:01 2026"
      },
      "message": "Optimize MTP rejection sampling verifier batch locking\n\nLiteRT-LM-PiperOrigin-RevId: 947806368\n"
    },
    {
      "commit": "e5f9ba732f3620cf2df5197fc70f0d03faae0a78",
      "tree": "c274975393ee561f3c0635f2ae4ab709881f89a1",
      "parents": [
        "69cb398886a9ef51d4df2fe25d195237fa49f9ac"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Tue Jul 14 18:18:02 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Tue Jul 14 18:22:07 2026"
      },
      "message": "feat(cli): add pack and unpack commands and litertlm_builder.pack API\n\nAdd `litert-lm pack` and `litert-lm unpack` subcommands to `litert_lm_cli` to support unpacking a `.litertlm` file, modifying configuration (`model.toml`), and repacking into a `.litertlm` file. Also add `litertlm_builder.pack(toml_path, output_path)` API inside `litert_lm_builder` and ensure pure-Python path existence checks (`os.path.exists`) run first inside `litertlm_core.path_exists` to avoid C++ core dumps during binary initialization.\n\nSample CUJ (Unpacking, Modifying, and Packing):\n```bash\n# 1. Unpack a local model file (defaults to a directory named after the model, e.g. my-model/)\n$ litert-lm unpack my-model.litertlm\n\n# 2. Modify the unpacked configuration or metadata inside my-model/\n$ sed -i \u0027s/start_token_id \u003d 1/start_token_id \u003d 2/\u0027 my-model/model.toml\n\n# 3. Pack the directory back into a LiteRT-LM file (automatically outputs my-model.litertlm)\n$ litert-lm pack my-model/\n\n# 4. Run the modified model\n$ litert-lm run modified-model.litertlm\n```\n\nLiteRT-LM-PiperOrigin-RevId: 947799725\n"
    },
    {
      "commit": "69cb398886a9ef51d4df2fe25d195237fa49f9ac",
      "tree": "997f7d6a1d3c0f4025122e9a8934e5e8f3073732",
      "parents": [
        "44d2a22fe597a0fdafd5989c0dd77a4167e58ea9"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Tue Jul 14 18:16:37 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Tue Jul 14 18:18:15 2026"
      },
      "message": "feat(cli): add --speculative-decoding option and deprecate --enable-speculative-decoding; update --thinking options\n\nThis allows users to enable/disable speculative decoding via `--speculative-decoding[\u003dtrue|false]` (or standalone flag `--speculative-decoding`) and `--thinking[\u003dtrue|false]` (or standalone flag `--thinking`).\nThe optional value pattern (https://click.palletsprojects.com/en/stable/options/#optional-value) is used so that when the flags are omitted, they default to None (auto/model default) without assuming True or False.\n\nLiteRT-LM-PiperOrigin-RevId: 947798852\n"
    },
    {
      "commit": "44d2a22fe597a0fdafd5989c0dd77a4167e58ea9",
      "tree": "644ce5bf8e3885d5c29d06af2d960b7582d13a17",
      "parents": [
        "da33e30069cb391b80b9b8631cdc07e3a4715f95"
      ],
      "author": {
        "name": "Google AI Edge",
        "email": "ai-edge-bot@google.com",
        "time": "Tue Jul 14 17:32:52 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Tue Jul 14 17:39:33 2026"
      },
      "message": "Update CI build to download model from GCS instead of Hugging Face.\n\nLiteRT-LM-PiperOrigin-RevId: 947770158\n"
    },
    {
      "commit": "da33e30069cb391b80b9b8631cdc07e3a4715f95",
      "tree": "51de4168200c9e5bf8af9ca480ee526079f876ee",
      "parents": [
        "db900bdc11fbe0e771045e66c588a71961b12b37"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Mon Jul 13 18:02:30 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Mon Jul 13 18:05:03 2026"
      },
      "message": "feat(cli): support configuration via config.json and validation via JSON Schema\n\nLiteRT-LM-PiperOrigin-RevId: 947134754\n"
    },
    {
      "commit": "db900bdc11fbe0e771045e66c588a71961b12b37",
      "tree": "ec28ead872c0ca477f2f09f2f9f94d1599f606d4",
      "parents": [
        "020a3c0138cb3be984560af6816f0e93edae64fd"
      ],
      "author": {
        "name": "Byungchul Kim",
        "email": "byungchul@google.com",
        "time": "Mon Jul 13 17:19:02 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Mon Jul 13 17:20:51 2026"
      },
      "message": "Reset current context and executor if only session is released\n\n- It setup the next session faster\n- Runs benchmark in a single-threaded executor\n- Increase the max number of tokens in e2e tests\n\nLiteRT-LM-PiperOrigin-RevId: 947110305\n"
    },
    {
      "commit": "020a3c0138cb3be984560af6816f0e93edae64fd",
      "tree": "9cde19956dd2d15fff49b101ea42707b14cd5120",
      "parents": [
        "83a91b505721eb38b4af545dcf72fd27fa1b4bab"
      ],
      "author": {
        "name": "Google AI Edge",
        "email": "ai-edge-bot@google.com",
        "time": "Mon Jul 13 16:34:05 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Mon Jul 13 16:36:24 2026"
      },
      "message": "Guard HuggingFaceTokenizer include with a build flag\n\nLiteRT-LM-PiperOrigin-RevId: 947086160\n"
    },
    {
      "commit": "83a91b505721eb38b4af545dcf72fd27fa1b4bab",
      "tree": "235d1008b308e63749b92c59dd875ee748a4a630",
      "parents": [
        "156e8d83a298a6918934e8fdfa7bd59fb4ecf3eb"
      ],
      "author": {
        "name": "Byungchul Kim",
        "email": "byungchul@google.com",
        "time": "Sat Jul 11 20:10:51 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Sat Jul 11 20:13:02 2026"
      },
      "message": "Update dependencies of litert_lm\n\nLiteRT-LM-PiperOrigin-RevId: 946289410\n"
    },
    {
      "commit": "ed7b6f6607a6c40e8ba4df50f6eab8bc66244e09",
      "tree": "75b4cb5d872e4d8639705cdf9a3f4b86a02def53",
      "parents": [
        "156e8d83a298a6918934e8fdfa7bd59fb4ecf3eb"
      ],
      "author": {
        "name": "jiseong oh",
        "email": "jiseong.oh@samsung.com",
        "time": "Fri Jun 26 11:17:07 2026"
      },
      "committer": {
        "name": "jiseong oh",
        "email": "jiseong.oh@samsung.com",
        "time": "Sat Jul 11 05:47:24 2026"
      },
      "message": "Support Data processor for vision encoder\n\n- Support LFM2.5 VL model with vision encoder and detect NPU prefill size at runtime\n\nCo-authored-by: chong-chen \u003cchong.chen@samsung.com\u003e\n"
    },
    {
      "commit": "156e8d83a298a6918934e8fdfa7bd59fb4ecf3eb",
      "tree": "be7c8ab9af09c7d6e6dceb1ac8ba85118618655a",
      "parents": [
        "840fe9ed63787df56433d359d97b63ba8af00ff9"
      ],
      "author": {
        "name": "Wai Hon Law",
        "email": "whhone@google.com",
        "time": "Fri Jul 10 22:27:20 2026"
      },
      "committer": {
        "name": "Copybara-Service",
        "email": "copybara-worker@google.com",
        "time": "Fri Jul 10 22:29:43 2026"
      },
      "message": "feat(cli): use blue for all channel contents and print [/channel-name] at channel end\n\nLiteRT-LM-PiperOrigin-RevId: 945919468\n"
    }
  ],
  "next": "840fe9ed63787df56433d359d97b63ba8af00ff9"
}