rirv938-dotc-r2-grpo-20_50271

developer_uid: rirv938
submission_id: rirv938-dotc-r2-grpo-20_50271_v1
model_name: rirv938-dotc-r2-grpo-20_50271_v1
model_group: rirv938/dotc_r2_grpo_202
status: torndown
timestamp: 2025-10-06T16:53:54+00:00
num_battles: 5858
num_wins: 2954
celo_rating: 1293.05
family_friendly_score: 0.5432
family_friendly_standard_error: 0.007044625753012008
submission_type: basic
model_repo: rirv938/dotc_r2_grpo_20250929_cp468_sid_mn24b_v2preferwin1sy_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5433130856578643, 'latency_mean': 1.8404573929309844, 'latency_p50': 1.8442484140396118, 'latency_p90': 2.033670997619629}, {'batch_size': 3, 'throughput': 1.0896814046284655, 'latency_mean': 2.7361145186424256, 'latency_p50': 2.7521424293518066, 'latency_p90': 2.9940391540527345}, {'batch_size': 5, 'throughput': 1.401272855205613, 'latency_mean': 3.544652751684189, 'latency_p50': 3.5339150428771973, 'latency_p90': 4.095888137817383}, {'batch_size': 6, 'throughput': 1.516615886497028, 'latency_mean': 3.928615920543671, 'latency_p50': 3.9287328720092773, 'latency_p90': 4.4595947265625}, {'batch_size': 8, 'throughput': 1.643314280000771, 'latency_mean': 4.830603528022766, 'latency_p50': 4.867375731468201, 'latency_p90': 5.51776156425476}, {'batch_size': 10, 'throughput': 1.7173901454934708, 'latency_mean': 5.792415676116943, 'latency_p50': 5.8017168045043945, 'latency_p90': 6.597490453720092}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: rirv938-dotc-r2-grpo-20_50271_v1
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: rirv938/dotc_r2_grpo_20250929_cp468_sid_mn24b_v2preferwin1sy_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-10-06
win_ratio: 0.504267668146125
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['</s>', 'You:', '\n', '###'], 'max_input_tokens': 1024, 'best_of': 8, '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 rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer
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rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║                                                                     ║
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rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║                                                                     ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║                                                                     ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  belonging to:                                                      ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║                                                                     ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ║                                                                     ║
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: Downloaded to shared memory in 98.716s
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: Checking if rirv938/dotc_r2_grpo_20250929_cp468_sid_mn24b_v2preferwin1sy_merged already exists in ChaiML
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: Creating repo ChaiML/dotc_r2_grpo_20250929_cp468_sid_mn24b_v2preferwin1sy_merged and uploading /tmp/tmpnkoyge5s to it
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Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: quantized model in 291.139s
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: Processed model rirv938/dotc_r2_grpo_20250929_cp468_sid_mn24b_v2preferwin1sy_merged in 497.635s
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-dotc-r2-grpo-20-50271-v1/nvidia
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-dotc-r2-grpo-20-50271-v1/nvidia/config.json
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-dotc-r2-grpo-20-50271-v1/nvidia/special_tokens_map.json
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-dotc-r2-grpo-20-50271-v1/nvidia/tokenizer_config.json
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-dotc-r2-grpo-20-50271-v1/nvidia/tokenizer.json
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-dotc-r2-grpo-20-50271-v1/nvidia/flywheel_model.1.safetensors
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-dotc-r2-grpo-20-50271-v1/nvidia/flywheel_model.0.safetensors
rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer: 
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Job rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer completed after 589.34s with status: succeeded
Stopping job with name rirv938-dotc-r2-grpo-20-50271-v1-mkmlizer
Pipeline stage MKMLizer completed in 590.46s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.26s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-dotc-r2-grpo-20-50271-v1
Waiting for inference service rirv938-dotc-r2-grpo-20-50271-v1 to be ready
Inference service rirv938-dotc-r2-grpo-20-50271-v1 ready after 60.8644642829895s
Pipeline stage MKMLDeployer completed in 61.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4914915561676025s
Received healthy response to inference request in 2.750244140625s
Received healthy response to inference request in 2.3477439880371094s
Received healthy response to inference request in 1.9430210590362549s
Received healthy response to inference request in 1.9383952617645264s
5 requests
0 failed requests
5th percentile: 1.9393204212188722
10th percentile: 1.9402455806732177
20th percentile: 1.942095899581909
30th percentile: 2.0239656448364256
40th percentile: 2.1858548164367675
50th percentile: 2.3477439880371094
60th percentile: 2.4052430152893067
70th percentile: 2.462742042541504
80th percentile: 2.543242073059082
90th percentile: 2.646743106842041
95th percentile: 2.6984936237335204
99th percentile: 2.739894037246704
mean time: 2.2941792011260986
Pipeline stage StressChecker completed in 15.03s
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 1.00s
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 0.97s
Shutdown handler de-registered
rirv938-dotc-r2-grpo-20_50271_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.34s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.27s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-dotc-r2-grpo-20-50271-v1-profiler
Waiting for inference service rirv938-dotc-r2-grpo-20-50271-v1-profiler to be ready
Inference service rirv938-dotc-r2-grpo-20-50271-v1-profiler ready after 60.67744159698486s
Pipeline stage MKMLProfilerDeployer completed in 61.76s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-dotc-r2-grpob42ba19cf55507fc42b99c88fdd9d746-deplo2rtbn:/code/chaiverse_profiler_1759770453 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it rirv938-dotc-r2-grpob42ba19cf55507fc42b99c88fdd9d746-deplo2rtbn --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1759770453 && python profiles.py profile --best_of_n 8 --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 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1759770453/summary.json'
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 2575.10s
Shutdown handler de-registered
rirv938-dotc-r2-grpo-20_50271_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-dotc-r2-grpo-20_50271_v1 status is now torndown due to DeploymentManager action