developer_uid: rirv938
submission_id: rirv938-dotc-grpo-20250_21051_v4
model_name: rirv938-dotc-grpo-20250_21051_v4
model_group: rirv938/dotc_grpo_202509
status: torndown
timestamp: 2025-10-06T20:17:49+00:00
num_battles: 5875
num_wins: 2964
celo_rating: 1301.57
family_friendly_score: 0.5614
family_friendly_standard_error: 0.007017549999821875
submission_type: basic
model_repo: rirv938/dotc_grpo_20250929_cp624_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': 0.5130559570906696, 'latency_mean': 1.9490013492107392, 'latency_p50': 1.84538996219635, 'latency_p90': 2.056536602973938}, {'batch_size': 3, 'throughput': 1.0917788760709308, 'latency_mean': 2.737289043664932, 'latency_p50': 2.7480924129486084, 'latency_p90': 3.097241187095642}, {'batch_size': 5, 'throughput': 1.406133213117769, 'latency_mean': 3.528362121582031, 'latency_p50': 3.533700704574585, 'latency_p90': 3.93723201751709}, {'batch_size': 6, 'throughput': 1.4877619467945435, 'latency_mean': 4.004331234693527, 'latency_p50': 4.004410028457642, 'latency_p90': 4.513070964813233}, {'batch_size': 8, 'throughput': 1.6355685465381287, 'latency_mean': 4.862365342378617, 'latency_p50': 4.840679883956909, 'latency_p90': 5.455563974380493}, {'batch_size': 10, 'throughput': 1.6919005522755386, 'latency_mean': 5.858080521821976, 'latency_p50': 5.918356418609619, 'latency_p90': 6.6966146469116214}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: rirv938-dotc-grpo-20250_21051_v4
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: rirv938/dotc_grpo_20250929_cp624_sid_mn24b_v2preferwin1sy_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-10-06
win_ratio: 0.5045106382978723
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': ['You:', '\n', '</s>', '###'], '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-grpo-20250-21051-v4-mkmlizer
Waiting for job on rirv938-dotc-grpo-20250-21051-v4-mkmlizer to finish
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║                                                                     ║
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rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║                                                                     ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║                                                                     ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  belonging to:                                                      ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║                                                                     ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ║                                                                     ║
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: Downloaded to shared memory in 90.805s
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: Checking if rirv938/dotc_grpo_20250929_cp624_sid_mn24b_v2preferwin1sy_merged already exists in ChaiML
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppd36s84p, device:0
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: quantized model in 290.177s
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: Processed model rirv938/dotc_grpo_20250929_cp624_sid_mn24b_v2preferwin1sy_merged in 381.008s
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: creating bucket guanaco-mkml-models
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-dotc-grpo-20250-21051-v4/nvidia
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-dotc-grpo-20250-21051-v4/nvidia/special_tokens_map.json
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-dotc-grpo-20250-21051-v4/nvidia/config.json
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-dotc-grpo-20250-21051-v4/nvidia/tokenizer_config.json
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-dotc-grpo-20250-21051-v4/nvidia/tokenizer.json
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-dotc-grpo-20250-21051-v4/nvidia/flywheel_model.1.safetensors
rirv938-dotc-grpo-20250-21051-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-dotc-grpo-20250-21051-v4/nvidia/flywheel_model.0.safetensors
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Job rirv938-dotc-grpo-20250-21051-v4-mkmlizer completed after 491.03s with status: succeeded
Stopping job with name rirv938-dotc-grpo-20250-21051-v4-mkmlizer
Pipeline stage MKMLizer completed in 491.53s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-dotc-grpo-20250-21051-v4
Waiting for inference service rirv938-dotc-grpo-20250-21051-v4 to be ready
Failed to get response for submission chaiml-llama31-mer-v2-t_44570_v4: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v15/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \'1 validation ...tic.dev/2.11/v/missing\'}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
Inference service rirv938-dotc-grpo-20250-21051-v4 ready after 60.59931802749634s
Pipeline stage MKMLDeployer completed in 61.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4169960021972656s
Received healthy response to inference request in 1.738887071609497s
Received healthy response to inference request in 2.0876362323760986s
Received healthy response to inference request in 2.068664312362671s
Received healthy response to inference request in 2.1673645973205566s
5 requests
0 failed requests
5th percentile: 1.8048425197601319
10th percentile: 1.8707979679107667
20th percentile: 2.0027088642120363
30th percentile: 2.0724586963653566
40th percentile: 2.0800474643707276
50th percentile: 2.0876362323760986
60th percentile: 2.119527578353882
70th percentile: 2.151418924331665
80th percentile: 2.2172908782958984
90th percentile: 2.317143440246582
95th percentile: 2.367069721221924
99th percentile: 2.4070107460021974
mean time: 2.0959096431732176
Pipeline stage StressChecker completed in 11.86s
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 0.61s
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 0.64s
Shutdown handler de-registered
rirv938-dotc-grpo-20250_21051_v4 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-dotc-grpo-20250-21051-v4-profiler
Waiting for inference service rirv938-dotc-grpo-20250-21051-v4-profiler to be ready
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 2701.84s
Shutdown handler de-registered
rirv938-dotc-grpo-20250_21051_v4 status is now inactive due to auto deactivation removed underperforming models
rirv938-dotc-grpo-20250_21051_v4 status is now torndown due to DeploymentManager action