developer_uid: NischayDnk
submission_id: chaiml-exp-grpo-cp312-_36146_v22
model_name: chaiml-exp-grpo-cp312-_36146_v22
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-08-20T16:01:29+00:00
num_battles: 5688
num_wins: 3389
celo_rating: 1312.56
family_friendly_score: 0.531
family_friendly_standard_error: 0.00705746413380897
submission_type: basic
model_repo: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 7
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
display_name: chaiml-exp-grpo-cp312-_36146_v22
is_internal_developer: False
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
us_pacific_date: 2025-08-20
win_ratio: 0.5958157524613221
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['You:', '\n', '</s>', '###'], 'max_input_tokens': 1280, 'best_of': 7, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
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-v22-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v22-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: Downloaded to shared memory in 77.472s
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_zoergrl, device:0
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: quantized model in 325.358s
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 402.831s
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v22/nvidia
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v22/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v22/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v22/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v22/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v22/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v22-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v22/nvidia/flywheel_model.0.safetensors
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Job chaiml-exp-grpo-cp312-36146-v22-mkmlizer completed after 437.35s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v22-mkmlizer
Pipeline stage MKMLizer completed in 437.79s
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-v22
Waiting for inference service chaiml-exp-grpo-cp312-36146-v22 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v22 ready after 80.04910659790039s
Pipeline stage MKMLDeployer completed in 80.43s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8748812675476074s
Received healthy response to inference request in 1.7360143661499023s
read tcp 127.0.0.1:46486->127.0.0.1:8080: read: connection reset by peer

Received unhealthy response to inference request!
Received healthy response to inference request in 2.0614590644836426s
Received healthy response to inference request in 1.7503347396850586s
5 requests
1 failed requests
5th percentile: 0.6893884658813476
10th percentile: 0.9510449409484864
20th percentile: 1.4743578910827637
30th percentile: 1.7388784408569335
40th percentile: 1.7446065902709962
50th percentile: 1.7503347396850586
60th percentile: 1.8747844696044922
70th percentile: 1.9992341995239258
80th percentile: 2.2241435050964355
90th percentile: 2.5495123863220215
95th percentile: 2.7121968269348145
99th percentile: 2.842344379425049
mean time: 1.770084285736084
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7710824012756348s
Received healthy response to inference request in 2.576768636703491s
Received healthy response to inference request in 1.5836994647979736s
Received healthy response to inference request in 1.7489409446716309s
Received healthy response to inference request in 1.5788183212280273s
5 requests
0 failed requests
5th percentile: 1.5797945499420165
10th percentile: 1.580770778656006
20th percentile: 1.5827232360839845
30th percentile: 1.616747760772705
40th percentile: 1.682844352722168
50th percentile: 1.7489409446716309
60th percentile: 1.7577975273132325
70th percentile: 1.766654109954834
80th percentile: 1.9322196483612062
90th percentile: 2.254494142532349
95th percentile: 2.4156313896179196
99th percentile: 2.544541187286377
mean time: 1.8518619537353516
Pipeline stage StressChecker completed in 20.98s
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 0.68s
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 0.81s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v22 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 2963.99s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v22 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v22 status is now protected due to ABTestQueueItem
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-exp-grpo-cp312-36146-v22-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 2.39s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.40s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v22-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v22-profiler to be ready
Inference service chaiml-exp-grpo-cp312-36146-v22-profiler ready after 81.4965124130249s
Pipeline stage MKMLProfilerDeployer completed in 83.03s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /opt/project/guanaco_services/resources/cks_kube_config cp /opt/project/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-exp-grpo-cp3117cfb7eff34af0c963ff1e7485848d43-deplofh282:/code/chaiverse_profiler_1757952406 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /opt/project/guanaco_services/resources/cks_kube_config exec -it chaiml-exp-grpo-cp3117cfb7eff34af0c963ff1e7485848d43-deplofh282 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1757952406 && python profiles.py profile --best_of_n 7 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1280 --output_tokens 64 --summary /code/chaiverse_profiler_1757952406/summary.json'
kubectl --kubeconfig /opt/project/guanaco_services/resources/cks_kube_config exec -it chaiml-exp-grpo-cp3117cfb7eff34af0c963ff1e7485848d43-deplofh282 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1757952406/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1172.57s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-exp-grpo-cp312-36146-v22-profiler is running
Tearing down inference service chaiml-exp-grpo-cp312-36146-v22-profiler
Service chaiml-exp-grpo-cp312-36146-v22-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.36s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v22 status is now torndown due to DeploymentManager action