chaiml-grpo-nis-cs-gud_93481

developer_uid: zonemercy
submission_id: chaiml-grpo-nis-cs-gud_93481_v17
model_name: chaiml-grpo-nis-cs-gud_93481_v17
model_group: ChaiML/grpo_nis_cs_gudul
status: torndown
timestamp: 2025-10-02T21:14:15+00:00
num_battles: 5424
num_wins: 2761
celo_rating: 1290.1
family_friendly_score: 0.5045999999999999
family_friendly_standard_error: 0.00707076855794333
submission_type: basic
model_repo: ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 6
max_input_tokens: 1440
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5106519430757854, 'latency_mean': 1.9581799232959747, 'latency_p50': 1.9481666088104248, 'latency_p90': 2.1514901876449586}, {'batch_size': 3, 'throughput': 0.9746484632849243, 'latency_mean': 3.0642741894721985, 'latency_p50': 3.063641667366028, 'latency_p90': 3.423847532272339}, {'batch_size': 5, 'throughput': 1.2304477100720501, 'latency_mean': 4.047692438364029, 'latency_p50': 4.043828964233398, 'latency_p90': 4.511614990234375}, {'batch_size': 6, 'throughput': 1.2961029118389031, 'latency_mean': 4.603319270610809, 'latency_p50': 4.5852320194244385, 'latency_p90': 5.260157918930053}, {'batch_size': 8, 'throughput': 1.4103557190771872, 'latency_mean': 5.641645929813385, 'latency_p50': 5.685098052024841, 'latency_p90': 6.3739529848098755}, {'batch_size': 10, 'throughput': 1.473614371008957, 'latency_mean': 6.7278535473346714, 'latency_p50': 6.666960597038269, 'latency_p90': 7.78340139389038}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-cs-gud_93481_v17
is_internal_developer: True
language_model: ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.16
us_pacific_date: 2025-10-02
win_ratio: 0.5090339233038348
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['####', '####\n', '\n', 'You:', '</s>'], 'max_input_tokens': 1440, 'best_of': 6, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
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-grpo-nis-cs-gud-93481-v17-mkmlizer
Waiting for job on chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer to finish
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: Downloaded to shared memory in 60.957s
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: Checking if ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged already exists in ChaiML
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcz29qf4c, device:0
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
Retrying (%r) after connection broken by '%r': %s
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: quantized model in 285.593s
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: Processed model ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged in 346.550s
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v17/nvidia
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v17/nvidia/config.json
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v17/nvidia/special_tokens_map.json
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v17/nvidia/tokenizer_config.json
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v17/nvidia/tokenizer.json
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v17/nvidia/flywheel_model.1.safetensors
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', '')
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v17/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer: 
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Job chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer completed after 470.65s with status: succeeded
Stopping job with name chaiml-grpo-nis-cs-gud-93481-v17-mkmlizer
Pipeline stage MKMLizer completed in 471.16s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-cs-gud-93481-v17
Waiting for inference service chaiml-grpo-nis-cs-gud-93481-v17 to be ready
Inference service chaiml-grpo-nis-cs-gud-93481-v17 ready after 50.31417155265808s
Pipeline stage MKMLDeployer completed in 51.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0735230445861816s
Received healthy response to inference request in 2.0420541763305664s
Received healthy response to inference request in 1.7979974746704102s
Received healthy response to inference request in 1.6386311054229736s
Received healthy response to inference request in 1.7882940769195557s
5 requests
0 failed requests
5th percentile: 1.6685636997222901
10th percentile: 1.6984962940216064
20th percentile: 1.7583614826202392
30th percentile: 1.7902347564697265
40th percentile: 1.7941161155700684
50th percentile: 1.7979974746704102
60th percentile: 1.8956201553344727
70th percentile: 1.993242835998535
80th percentile: 2.0483479499816895
90th percentile: 2.0609354972839355
95th percentile: 2.0672292709350586
99th percentile: 2.072264289855957
mean time: 1.8680999755859375
Pipeline stage StressChecker completed in 11.12s
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 0.69s
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-grpo-nis-cs-gud_93481_v17 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-cs-gud-93481-v17-profiler
Waiting for inference service chaiml-grpo-nis-cs-gud-93481-v17-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 2671.09s
Shutdown handler de-registered
chaiml-grpo-nis-cs-gud_93481_v17 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-cs-gud_93481_v17 status is now torndown due to DeploymentManager action