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Author	SHA1	Message	Date
Andrei Cravtov	11f9d000e5	Merge branch 'main' into andrei/force_oom	2026-05-15 13:53:11 +01:00
Andrei Cravtov	551e94ed38	fin	2026-05-15 13:52:53 +01:00
rltakashigeandEvan	bc6661e6aa	Add node backends to model cards (#2071 ) Co-authored-by: Evan <evanev7@gmail.com>	2026-05-15 12:52:12 +00:00
Andrei Cravtov	b0834c8a2e	ff	2026-05-15 13:46:26 +01:00
Andrei Cravtov	d545a4ea25	fff	2026-05-15 13:42:02 +01:00
Andrei CravtovandEvan Quiney	14aab35688	Runner error handling (#2093 ) # Runner error handling ## Motivation Runner failures were mostly surfaced as plain shutdown messages, which made root cause hard to spot from API errors or runner status. This adds a MVP path for preserving runner crash context and attaching known stderr diagnostics to failure reports. ## Changes - Added `RunnerTerminationError` for Python exceptions raised inside runner bootstrap - Changed runner bootstrap to send `Event \| RunnerTerminationError` over the private runner channel - Moved public `RunnerFailed` emission back into supervisor - Added stderr-only `RunnerDiagnosticCollector` - + Added known diagnostics for Metal GPU timeout, ring socket receive errno, and ring transport abort - Added diagnostics to `RunnerFailed` and `ErrorChunk` - Tweaked async process termination to join briefly before terminate/kill - Updated tests/fixtures for new failure payload shape - Added Ruff VS Code formatter settings ## Why It Works Runner child now reports raw-ish failure context to supervisor instead of publishing failed status directly. Supervisor still owns process lifecycle, exit code/signal handling, in-flight task error chunks, and final runner status. Stderr diagnostics stay best effort and only known root-cause variants are surfaced. ## Test Plan ### Manual Testing Hardware: remote runner logs from e16/e11/e4/e2 What you did: - inspected live runner stderr logs - used observed Metal GPU timeout and ring socket errors as initial diagnostic targets ### Automated Testing - `nix flake check` - supervisor test covers error chunk + failed status emission - plan lifecycle test updated for failed runner diagnostics - type/lint checks cover new runner channel union --------- Co-authored-by: Evan Quiney <evanev7@gmail.com>	2026-05-15 12:40:59 +00:00
Andrei Cravtov	0e7721ba0e	ffff	2026-05-15 13:28:08 +01:00
Andrei Cravtov	abb4402036	fff	2026-05-15 13:26:13 +01:00
Andrei Cravtov	e8b9c808a6	ff	2026-05-15 13:23:11 +01:00
Andrei Cravtov	cf00cd83ed	fff	2026-05-15 13:20:13 +01:00
Andrei Cravtov	41ff366b1d	fff	2026-05-15 13:01:55 +01:00
Andrei Cravtov	303600616a	ff	2026-05-15 12:45:12 +01:00
Andrei Cravtov	51d9912fcf	ff	2026-05-15 12:37:04 +01:00
Andrei Cravtov	d5da78b39b	ff	2026-05-15 12:32:16 +01:00
Andrei Cravtov	88027475a5	ff	2026-05-15 12:30:50 +01:00
Andrei Cravtov	423dc407f8	ff	2026-05-15 12:24:42 +01:00
Andrei Cravtov	f62b3b09d0	ff	2026-05-15 11:58:47 +01:00
Andrei Cravtov	94424d92c3	ff	2026-05-15 11:56:39 +01:00
Andrei Cravtov	e029a1ea65	print	2026-05-15 11:51:13 +01:00
Andrei Cravtov	49e5350b17	ff	2026-05-15 11:47:56 +01:00
Andrei Cravtov	feaf05f82d	ooom 2	2026-05-15 11:43:08 +01:00
Andrei Cravtov	280031d431	Use MemoryUsage for MLX OOM fallback	2026-05-15 11:05:54 +01:00
Andrei Cravtov	58551f2c32	nix-direnv	2026-05-15 10:57:00 +01:00
Andrei Cravtov	cecc37085a	Move one-shot macmon sampling helper	2026-05-14 20:25:34 +01:00
Andrei Cravtov	a73be3c2bb	Scope MLX OOM ceil division helper	2026-05-14 20:13:28 +01:00
Andrei Cravtov	acec94316d	Inline one-off MLX OOM helpers	2026-05-14 20:05:33 +01:00
Andrei Cravtov	5c7068387d	yes	2026-05-14 19:57:53 +01:00
Andrei Cravtov	d62b333405	Fix MLX utils type ignores	2026-05-14 19:51:31 +01:00
Andrei Cravtov	eeedc6c17a	Add adaptive MLX force OOM helper	2026-05-14 19:49:40 +01:00
Andrei Cravtov	2d11b6520f	yes	2026-05-14 19:45:07 +01:00
Andrei Cravtov	42b26af63b	yes	2026-05-14 17:56:56 +01:00
Andrei Cravtov	1649708ccb	yes	2026-05-14 17:55:51 +01:00
Andrei Cravtov	fbe962b08e	Merge branch 'main' into andrei/error-handling	2026-05-14 17:44:53 +01:00
Andrei Cravtov	38258fb5f3	Merge branch 'main' into andrei/error-handling # Conflicts: # uv.lock	2026-05-14 17:33:33 +01:00
Heidar	88d46d46fd	fix: omit null delta fields in streaming chat completions (issue #2082 ) (#2092 ) ## Motivation Streaming /v1/chat/completions responses emitted null for tool_calls, function_call, name, and tool_call_id in every delta chunk. The OpenAI streaming spec marks these fields as non-nullable — they must either carry a real value or be absent entirely. Spec-correct clients doing delta.get("tool_calls", []) receive None and crash with 'NoneType' object is not iterable. Root cause: the streaming serialisation path called model_dump_json() without exclude_none=True, while the request-parsing path already used it correctly. Three call sites in chat_completions.py and two in responses.py were affected. ## Testing Before — every delta carries explicit nulls: $ curl -sN -X POST http://localhost:52415/v1/chat/completions \ -H 'Content-Type: application/json' \ -d '{"model":"mlx-community/Qwen3.5-2B-MLX-8bit","messages":[{"role":"user"," content":"hi"}],"max_tokens":3,"stream":true}' \ \| grep "^data: " data: {"id":"7c4dae10-...","choices":[{"index":0,"delta":{"role":"assistant","c ontent":null,"reasoning_content":"Okay","name":null,"tool_calls":null,"tool_cal l_id":null,"function_call":null},"logprobs":null,"finish_reason":null,"usage":n ull}],"usage":null,"service_tier":null} data: {"id":"7c4dae10-...","choices":[{"index":0,"delta":{"role":"assistant","c ontent":null,"reasoning_content":",","name":null,"tool_calls":null,"tool_call_i d":null,"function_call":null},"logprobs":null,"finish_reason":null,"usage":null }],"usage":null,"service_tier":null} data: {"id":"7c4dae10-...","choices":[{"index":0,"delta":{"role":"assistant","c ontent":" the","reasoning_content":null,"name":null,"tool_calls":null,"tool_cal l_id":null,"function_call":null},"logprobs":null,"finish_reason":"length","usag e":{"prompt_tokens":11,...}}],"usage":null,"service_tier":null} data: [DONE] After — only populated fields are emitted: data: {"id":"demo","object":"chat.completion","created":...,"model":"mlx-commun ity/Qwen3.5-2B-MLX-8bit","choices":[{"index":0,"delta":{"role":"assistant","rea soning_content":"Okay"}}]} data: {"id":"demo","object":"chat.completion","created":...,"model":"mlx-commun ity/Qwen3.5-2B-MLX-8bit","choices":[{"index":0,"delta":{"role":"assistant","rea soning_content":","}}]} data: {"id":"demo","object":"chat.completion","created":...,"model":"mlx-commun ity/Qwen3.5-2B-MLX-8bit","choices":[{"index":0,"delta":{"role":"assistant","con tent":" the"},"finish_reason":"length"}],"usage":{"prompt_tokens":11,"completio n_tokens":3,"total_tokens":14,...}} data: [DONE]	2026-05-14 16:32:54 +00:00
Andrei Cravtov	86398a2bd1	ffff	2026-05-14 17:31:47 +01:00
Andrei Cravtov	bab245759d	fff	2026-05-14 17:26:24 +01:00
Andrei Cravtov	2f506167e0	fff	2026-05-14 17:24:20 +01:00
HeidarandClaude Opus 4.7	e8ec8d5010	fix ollama API compatibility for VS Code Copilot (#2091 ) Ollama adapter fixes for VS Code Copilot (#2042): - /api/version: bare semver "1.0.0" - Copilot parseInts each segment. - /api/show: populate model_info + capabilities - Copilot crashes on null model_info and filters by `tools`. - Add POST /ollama/v1/chat/completions - ollama serves the OpenAI-compat route here, BYOK clients 405 without it. Before: <img width="1380" height="144" alt="image" src="https://github.com/user-attachments/assets/99d5464f-187d-4432-9a31-8229c55aa209" /> After: <img width="1362" height="181" alt="image" src="https://github.com/user-attachments/assets/361dc006-d8df-435f-8d8b-4fa4f44a8c23" /> <img width="279" height="909" alt="image" src="https://github.com/user-attachments/assets/4621aba7-bd57-4762-8568-34a3383a6025" /> Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>	2026-05-14 16:12:58 +00:00
Andrei Cravtov	88d4c37bfa	fff	2026-05-14 17:12:41 +01:00
Andrei Cravtov	9ec09ec59d	ff	2026-05-14 17:07:46 +01:00
Heidar	1fd15d59fc	create directory on startup (#2089 ) ## Motivation <!-- Why is this change needed? What problem does it solve? --> <!-- If it fixes an open issue, please link to the issue here --> When you first run `uv run exo` you get an error like : `FileNotFoundError: [Errno 2] No such file or directory: '/Users/heidar/.exo/models'` Manually tested on Macbook Pro M1 32GB Fixes issue - https://github.com/exo-explore/exo/issues/2090	2026-05-14 16:03:51 +00:00
Andrei Cravtov	cd22516186	ff	2026-05-14 16:54:37 +01:00
Andrei Cravtov	ddc6e95e68	fff	2026-05-14 16:51:20 +01:00
Andrei Cravtov	feef63b98c	fff	2026-05-14 16:50:39 +01:00
Andrei Cravtov	3611c33b61	ff	2026-05-14 16:06:11 +01:00
Andrei Cravtov	547b58bf48	ff	2026-05-14 15:51:02 +01:00
Andrei Cravtov	36b1b82b48	ff	2026-05-14 15:49:32 +01:00
Andrei Cravtov	b1d09b026d	ff	2026-05-14 15:29:40 +01:00
Andrei Cravtov	faafc6f4ad	yes	2026-05-14 15:17:34 +01:00
Andrei Cravtov	2969b7d4c6	yes	2026-05-14 15:16:48 +01:00
Andrei Cravtov	6c13b4550f	yes	2026-05-14 15:11:17 +01:00
Andrei Cravtov	3fc56b2da5	yes	2026-05-14 15:08:58 +01:00
Andrei Cravtov	9c4cc084db	yes	2026-05-14 12:36:14 +01:00
Andrei Cravtov	49d7555ea6	yes	2026-05-14 12:31:49 +01:00
Andrei Cravtov	32155bdf00	yes	2026-05-14 12:31:10 +01:00
Andrei Cravtov	163ef39bbb	yes	2026-05-14 12:29:34 +01:00
Andrei Cravtov	9636e86855	yes	2026-05-14 12:25:10 +01:00
Andrei Cravtov	4ea2532dd6	yes	2026-05-14 12:14:09 +01:00
Andrei Cravtov	1d17f4de18	yes	2026-05-14 12:09:34 +01:00
Andrei Cravtov	1c7f514ca3	yes	2026-05-14 12:04:43 +01:00
Andrei Cravtov	c3aa1f47fc	yes	2026-05-14 11:56:00 +01:00
Andrei Cravtov	9686c02251	yes	2026-05-14 11:50:21 +01:00
Andrei Cravtov	2f9ba7d1de	yes	2026-05-14 11:14:39 +01:00
Evan Quiney	4466cd5323	use custom mlx sources for linux (#2087 ) switch to hosting mlx sources on github & cachix instead of using a broken version of mlx. closes #2043.	2026-05-13 10:45:11 +01:00
Andrei Cravtov	ab172322c5	Merge branch 'main' into andrei/error-handling	2026-05-12 11:49:17 +01:00
Andrei Cravtov	ed2d10bdc6	Redirect runner stdout/stderr to file logs (#2084 ) ## Motivation We want to use log mining tools like [Drain3](https://github.com/logpai/Drain3) to get standardized error formats, but for that we should record runner stdout/stderr in a massive append-only log to gather training data for such tools. Also useful for future opt-in telemetry. ## Changes The stdout/stderr from runner now splits into 3 tasks: 1) raw write to dedicated runner logs 2) sanitized line-by-line logging with log-guru 3) stub for further error-processing (i.e. turning lines into errors) ### Manual Testing Works on 4x mac mini clusted connected as TB4 ring.	2026-05-12 11:48:08 +01:00
Andrei Cravtov	278bea11ad	fmt	2026-05-12 11:40:07 +01:00
Andrei Cravtov	dbd5ca00eb	fmt	2026-05-11 20:04:58 +01:00
Andrei Cravtov	197cbf4f9d	fmt	2026-05-11 19:44:38 +01:00
Andrei Cravtov	d58ab113d1	fmt	2026-05-11 19:32:47 +01:00
Andrei Cravtov	9c7908f247	integrated it	2026-05-11 19:32:25 +01:00
Andrei Cravtov	ad2c1e7c66	initial changes	2026-05-11 19:19:47 +01:00
Andrei Cravtov	87c72fc1fd	Fixes issue #2068 (#2083 ) ## Motivation To fix https://github.com/exo-explore/exo/issues/2068 ## Changes Adds queue shutdown logic & hard-timeouts for closing server. ## Why It Works Prevents API from hanging more than 5 seconds.	2026-05-11 12:15:22 +00:00
Evan Quiney	b76bc30107	bump rust versions (#2081 )	2026-05-10 17:11:46 +00:00
team-wcv jw-wcv Evan Quiney	08ffa5f637	Map GLM 4.7 stop tokens to GLM 4 IDs (#2061 ) ## Motivation GLM 4.7 reuses the GLM 4 chat-template tokenizer, but the model card and EOS-detection path didn't have an explicit mapping for it, so OpenAI-compatible clients didn't see a clean stop and the runner emitted follow-on role turns (e.g. \`<\|user\|>\` continuations after \`<\|assistant\|>\`'s output). ## Changes \`src/exo/worker/engines/mlx/utils_mlx.py\` — add the GLM 4 stop-token IDs as the EOS set when the loaded model's tokenizer matches GLM 4 / 4.7 chat templates. ## Why It Works The GLM 4 tokenizer's \`<\|user\|>\`, \`<\|observation\|>\`, and \`<\|endoftext\|>\` IDs are stable across the GLM 4 / 4.7 line; treating any of them as EOS lets the runner stop at the assistant turn boundary the same way it stops at \`</s>\` for Llama-style models. No prompt-template changes — only the stop set widens. ## Test Plan ### Automated Testing New unit test \`src/exo/worker/tests/unittests/test_mlx/test_eos_token_ids.py\` covering: GLM 4 / 4.7 path returns the expected stop ID set; non-GLM path returns the standard EOS only. \`\`\` src/exo/worker/tests/unittests/test_mlx/test_eos_token_ids.py .. === 2 passed in 0.01s === \`\`\` \`uv run basedpyright\` and \`uv run ruff check\` both clean. ### Manual Testing Hardware: 4-node Apple Silicon cluster, M5 Max master. - Loaded \`mlx-community/GLM-4.7-Air-mlx-4bit\`, ran chat completion via \`/v1/chat/completions\`. Before this fix the assistant turn ran on into a synthetic \`<\|user\|>\` continuation; after the fix the response stops cleanly at the assistant boundary. --------- Co-authored-by: jw-wcv <101585096+jw-wcv@users.noreply.github.com> Co-authored-by: Evan Quiney <evanev7@gmail.com>	2026-05-10 17:02:22 +00:00
Andrei Cravtov	45df74ba98	Andrei/mp capture stdio (#2056 ) ## Motivation Process-isolated runner crashes and C-extension failures can write directly to fd-level stdout/stderr, bypassing Python/loguru. We need to capture that output per runner process without polluting the main process or other workers, and without breaking operation when the parent stdio is detached. ## Changes - Added `AsyncProcess`, a spawn-only multiprocessing wrapper that redirects child stdout/stderr to pipes and exposes them as in-memory `Receiver[bytes]`s - Replaced runner-supervisor's raw `multiprocessing.Process` usage with `AsyncProcess` - Added `--no-stdio`, redirecting stdin/stdout/stderr to `/dev/null` after logging is configured - Disabled verbose MLX - Added tests covering stdio capture, child crashes, repeated bad children, SIGTERM/SIGKILL shutdown escalation, stdio detachment, and spawning captured children from a stdio-detached parent ## Why It Works The parent can redirect its own stdio fds to `/dev/null`, while `AsyncProcess` installs fresh pipe fds over fd 1 and 2 inside each spawned child. That keeps stdio-detached parents quiet while preserving per-runner stdout/stderr capture. Runner shutdown is still bounded: SIGTERM grace first, then SIGKILL escalation if needed. Next direction: the runner supervisor currently drains captured output and logs it as stdout/debug and stderr/warning. This should be split into more useful process-isolated error reporting instead of just log forwarding (regex match on errors to obtain "reason" string, best effort). ## Test Plan ### Manual Testing Ran on 4 Mac Minis in a Thunderbolt 4 ring, can see that runner's stdout/stderr contents are being captured. ### Automated Testing - Added async-process tests for fd-level stdout/stderr capture, Python traceback capture, bounded-buffer output, child `exit`/abort, parent stdio preservation, fd leak checks, spawn-context mp channels, and SIGTERM/SIGKILL shutdown behavior - Added stdio-detach tests proving stdio detaches to `/dev/null`, a stdio-detached parent can still spawn and capture a child, and the same stdio-detached parent can spawn/capture multiple children sequentially - Updated runner-supervisor tests for the new `AsyncProcess.exitcode` path	2026-05-09 22:45:14 +01:00
Kerollos Magdy	ce37bdceb6	fix: Create directory for PID file if it doesn't exist (#2075 ) Ensure the directory for the PID file exists before creating it. ## Motivation Fixes https://github.com/exo-explore/exo/issues/2074 ## Changes <!-- Describe what you changed in detail --> ## Why It Works <!-- Explain why your approach solves the problem --> ## Test Plan ### Manual Testing <!-- Hardware: (e.g., MacBook Pro M1 Max 32GB, Mac Mini M2 16GB, connected via Thunderbolt 4) --> <!-- What you did: --> <!-- - --> ### Automated Testing <!-- Describe changes to automated tests, or how existing tests cover this change --> <!-- - -->	2026-05-09 12:10:22 +00:00
Andrei Cravtov	e5a1e5dadb	Create PID file locking for EXO (#2072 ) ## Motivation EXO should be PID file locked, to prevent duplicate processes from clobbering the log, right now this isn't the case. ## Changes I added a wrapper around a Rust PID file lock library, and used it to implement PID locking for EXO, with the PID file being in exo cache directory. ## Test Plan ### Manual Testing Tested on e11, trying to spawn duplicate EXO processes prevented.	2026-05-08 18:50:18 +01:00
ciaranbor	fa57131374	Integration tests infra (#1995 ) ## Motivation No automated integration tests exist for exo. Manual testing against real hardware clusters is slow and error-prone. We need a pytest framework that deploys clusters via `eco`, runs inference scenarios, and tears down cleanly. ## Changes - `tools/src/exo_tools/` — New workspace member shared by bench, eval, and tests: - `client.py` — `ExoClient` HTTP client (extracted from `bench/harness.py`) - `harness.py` — instance lifecycle helpers (placement, wait-for-ready, etc.) - `cluster.py` — `EcoSession` for eco cluster lifecycle (deploy/stop/start/release/logs/exec) with unique `USER=<prefix>-<uuid>` per session and atexit/signal cleanup - `tests/integration/` — 17 pytest tests across 5 files: - `test_1node.py` — place, chat, multi-turn, delete, state/models endpoints, cluster snapshot, download-from-scratch - `test_2node.py` — parametrized tensor/jaccl + pipeline/ring inference and multi-turn - `test_4node.py` — parametrized 4-node pipeline/ring inference, cluster state - `test_resilience.py` — full disconnect/reconnect cycle (2-node → disconnect → 1-node → reconnect → 2-node) - `test_dashboard.py` — Playwright: dashboard loads, shows node info, chat flow - `helpers.py` — placement/inference helpers, re-exports from `exo_tools` - `conftest.py` — session-scoped cluster fixtures with constraint-based eco reservations; `--hosts` override; `EXO_REF` env var for CI deployments from a GitHub branch - `bench/` — Updated imports from `exo_tools.client` / `exo_tools.harness` - `pyproject.toml` — Added `tools` workspace member, `playwright` dev dep, `--ignore=tests/integration` ## Why It Works Tests use `eco` for cluster lifecycle and `ExoClient` for API interactions — same tools humans use. Session-scoped fixtures deploy once per file. Unique eco users prevent test runs from interfering with each other or manual usage. ## Test Plan ### Automated Testing - `uv run pytest tests/integration/ -v -s` — full suite (~4-5 min, 17/17 passing) - `uv run pytest tests/integration/ -v -s --hosts s4,s9,s10,s22` — pin specific hosts - `EXO_REF=main uv run pytest tests/integration/ -v` — deploy from a GitHub branch (CI) - `uv run pytest` — confirms integration tests are excluded from default runs	2026-05-08 17:15:08 +01:00
Alex Cheema	414132ae9c	Use time-weighted power sampling (#2038 ) ## Why The power sampler currently averages sampled wattage values arithmetically. That can be materially wrong when sample intervals are uneven: a short high-power spike gets the same weight as a long steady interval. Energy should be computed by integrating power over time, and average power should be derived from energy / elapsed time. ## How - Store each power sample with its relative timestamp. - Anchor the first sample at `t=0` and take a final sample at `elapsed` when producing results. - Integrate per-node power using the trapezoidal rule. - Sum node energy for total cluster energy, then derive total average system power from total energy / elapsed. - Add focused unit tests for uneven sample intervals and the single-sample fallback. ## Tests - `uv run pytest src/exo/utils/tests/test_power_sampler.py` - `uv run basedpyright` - `uv run ruff check src/exo/utils/power_sampler.py src/exo/utils/tests/test_power_sampler.py` - `nix fmt`	2026-05-07 10:42:14 +00:00

512 changed files with 7845 additions and 897 deletions

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@@ -1,3 +1,8 @@
 # installs nix-direnv if doesn't exist (speeds up evaluation)
 if ! has nix_direnv_version || ! nix_direnv_version 3.1.1; then
   source_url "https://raw.githubusercontent.com/nix-community/nix-direnv/3.1.1/direnvrc" "sha256-p+fzQdrms/hDa7g+soShAybJNo4bN4SIAeSfqNKgD5I="
 fi
 use flake
 # creates .venv if doesn't exist and loads its environment

.gitignore

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 app/EXO/build/
 dist/
 # rust
 target/
 **/*.rs.bk
@@ -40,3 +39,5 @@ bench/**/*.json
 tmp/models
 /build/exo
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 /.codex

									
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				    <option name="sdkName" value="Python 3.13 (exo)" />

				  </component>

				  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.13 (exo)" project-jdk-type="Python SDK" />

				  <component name="RuffConfiguration">

				    <option name="enabled" value="true" />

				  </component>

				</project>

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