Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-exp-grpo-cp312-36146-v20-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v20-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ██████ ██████ █████ ████ ████ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░░██████ ██████ ░░███ ███░ ░░███ ║
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chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░███░░███ ░███ ░███████ ░███ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░███ ░░░ ░███ ░███░░███ ░███ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░███ ░███ ░███ ░░███ ░███ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ █████ █████ █████ ░░████ █████ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░░░░░ ░░░░░ ░░░░░ ░░░░ ░░░░░ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Version: 0.30.2 ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ https://mk1.ai ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ belonging to: ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Chai Research Corp. ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Downloaded to shared memory in 74.296s
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpc8ue7dy5, device:0
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: quantized model in 295.774s
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 370.071s
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/flywheel_model.0.safetensors?partNumber=16&uploadId=2~WJzBuxEj-vMn9ArI6nazIDkooiJCEvn": write tcp 10.2.49.188:33830->216.153.53.63:443: write: connection reset by peer
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/tokenizer.json
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ERROR "cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/flywheel_model.0.safetensors": MultipartUpload: upload multipart failed upload id: 2~WJzBuxEj-vMn9ArI6nazIDkooiJCEvn caused by: SignatureDoesNotMatch: status code: 403, request id: tx00000b8dcba02e30018ad-00689681ee-11b872bb97-default, host id:
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/flywheel_model.1.safetensors
Job chaiml-exp-grpo-cp312-36146-v20-mkmlizer completed after 418.07s with status: failed
Stopping job with name chaiml-exp-grpo-cp312-36146-v20-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-exp-grpo-cp312-36146-v20-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v20-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ██████ ██████ █████ ████ ████ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░░██████ ██████ ░░███ ███░ ░░███ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░███░█████░███ ░███ ███ ░███ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░███░░███ ░███ ░███████ ░███ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░███ ░░░ ░███ ░███░░███ ░███ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░███ ░███ ░███ ░░███ ░███ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ █████ █████ █████ ░░████ █████ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ░░░░░ ░░░░░ ░░░░░ ░░░░ ░░░░░ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Version: 0.30.2 ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ https://mk1.ai ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ belonging to: ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Chai Research Corp. ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Downloaded to shared memory in 82.113s
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfead319l, device:0
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: quantized model in 326.867s
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 408.981s
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v20/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v20-mkmlizer:
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Job chaiml-exp-grpo-cp312-36146-v20-mkmlizer completed after 451.94s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v20-mkmlizer
Pipeline stage MKMLizer completed in 870.86s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v20
Waiting for inference service chaiml-exp-grpo-cp312-36146-v20 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v20 ready after 70.05342936515808s
Pipeline stage MKMLDeployer completed in 70.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9962446689605713s
Received healthy response to inference request in 1.6775386333465576s
Received healthy response to inference request in 2.1330137252807617s
Received healthy response to inference request in 2.4102835655212402s
Received healthy response to inference request in 2.0375964641571045s
5 requests
0 failed requests
5th percentile: 1.7412798404693604
10th percentile: 1.805021047592163
20th percentile: 1.9325034618377686
30th percentile: 2.004515027999878
40th percentile: 2.021055746078491
50th percentile: 2.0375964641571045
60th percentile: 2.0757633686065673
70th percentile: 2.11393027305603
80th percentile: 2.1884676933288576
90th percentile: 2.299375629425049
95th percentile: 2.3548295974731444
99th percentile: 2.399192771911621
mean time: 2.050935411453247
Pipeline stage StressChecker completed in 11.69s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.64s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v20 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3215.89s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v20 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v20 status is now torndown due to DeploymentManager action