K4-LABS/gpumesh

retry preserves created_at, so retried unsatisfiable tasks instantly re-fail 10 days ago

bug good first issue

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

mesh.devices()/device_count() swallow 401, hiding a rejected token as run-locally 10 days ago

bug good first issue

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

%%mesh double-wraps @mesh(...) call-form functions 10 days ago

bug good first issue

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Meta: one-click GUI/desktop launcher — no typed tokens, ports, or IPs 10 days ago

enhancement help wanted feature-request

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Discovery fails across subnets/VLANs/guest Wi-Fi: beacons never leave the subnet 10 days ago

enhancement help wanted network

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

No orchestrator health probe: /api/health requires auth, compose healthcheck is TCP-only 10 days ago

enhancement help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Demo sweep example: watch work spread across machines ('worked as one') 10 days ago

good first issue docs

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Optional gui extra and wheel packaging for the dashboard/tray 10 days ago

enhancement good first issue

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Pairing-code protocol: join a mesh with a 6-digit code instead of the token 10 days ago

enhancement help wanted security

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Dashboard join flow: pick a nearby mesh and enter a code, no token typed 10 days ago

enhancement help wanted feature-request

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Job DB and TLS private key left world-readable (token file got 0600+icacls, these didn't) 10 days ago

bug help wanted good first issue security

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Cancel never preempts a running worker: cancelled tasks burn GPU until task_timeout 11 days ago

enhancement help wanted scheduling

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Transient DB open failure (locked/disk-full) deletes the entire queue 11 days ago

bug help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

GET /api/jobs/<id> returns every task+result in one blob, no pagination 11 days ago

enhancement help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

No job/task/event retention or delete API: coordinator disk grows forever 11 days ago

enhancement help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

One malformed result envelope aborts the entire distribute()/map() collection 11 days ago

bug help wanted good first issue

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Worker OOMs on unbounded task stdout, breaking the subprocess crash boundary 11 days ago

bug help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Burn down the ruff backlog so lint becomes a hard gate about 1 month ago

enhancement good first issue

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Add a fuzz/robustness test for the serializer against malformed payloads about 1 month ago

good first issue test security

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

THREAT_MODEL.md is stale against the 2.0.x codebase about 1 month ago

documentation help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Claim token entered via plaintext input() in the radar flow about 1 month ago

bug good first issue

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Discovery broadcast address assumes a /24 subnet about 1 month ago

bug good first issue network

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

No CPU-time limit for tasks on Windows workers about 1 month ago

bug good first issue windows

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Live mesh credentials committed to the public repo (HANDOFF.md, worker_fix.bat) about 1 month ago

bug help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Token hashing has no KDF: offline brute-force of captured hashes about 1 month ago

enhancement help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

Client trusts every worker's result: pickle RCE on the submitting machine about 1 month ago

bug help wanted

K4-LABS/gpumesh

2

Borrow your friends' GPUs: a distributed compute mesh in pure Python

Python

#cli#distributed-computing#distributed-systems#docker#gpu#homelab#machine-learning#mlops#python#self-hosted

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