developer_uid: zonemercy
submission_id: chaiml-grpo-nis-cs-gud_93481_v18
model_name: chaiml-grpo-nis-cs-gud_93481_v18
model_group: ChaiML/grpo_nis_cs_gudul
status: torndown
timestamp: 2025-10-02T22:34:06+00:00
num_battles: 5172
num_wins: 2461
celo_rating: 1271.05
family_friendly_score: 0.508
family_friendly_standard_error: 0.007070162657251953
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: 60
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5500861510643736, 'latency_mean': 1.817777967453003, 'latency_p50': 1.8133106231689453, 'latency_p90': 2.0102325201034548}, {'batch_size': 3, 'throughput': 1.033604848760588, 'latency_mean': 2.89138610959053, 'latency_p50': 2.908036708831787, 'latency_p90': 3.1176427841186523}, {'batch_size': 5, 'throughput': 1.3269720948788162, 'latency_mean': 3.7586830270290377, 'latency_p50': 3.7585883140563965, 'latency_p90': 4.310984492301941}, {'batch_size': 6, 'throughput': 1.3995479177239922, 'latency_mean': 4.269112821817398, 'latency_p50': 4.266369819641113, 'latency_p90': 4.840678668022155}, {'batch_size': 8, 'throughput': 1.5140132790457532, 'latency_mean': 5.252630393505097, 'latency_p50': 5.221303820610046, 'latency_p90': 6.033150696754456}, {'batch_size': 10, 'throughput': 1.5983675090177605, 'latency_mean': 6.204951751232147, 'latency_p50': 6.230072259902954, 'latency_p90': 7.355535006523132}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-cs-gud_93481_v18
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.31
us_pacific_date: 2025-10-02
win_ratio: 0.47583139984532097
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', '</s>', 'You:', '####', '####\n'], 'max_input_tokens': 1440, 'best_of': 6, 'max_output_tokens': 60}
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-v18-mkmlizer
Waiting for job on chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer to finish
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: Downloaded to shared memory in 48.957s
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: Checking if ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged already exists in ChaiML
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpc9x7n0mc, device:0
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: quantized model in 285.733s
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: Processed model ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged in 334.691s
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v18/nvidia
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v18/nvidia/config.json
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v18/nvidia/special_tokens_map.json
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v18/nvidia/tokenizer_config.json
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v18/nvidia/tokenizer.json
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v18/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v18/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer completed after 378.54s with status: succeeded
Stopping job with name chaiml-grpo-nis-cs-gud-93481-v18-mkmlizer
Pipeline stage MKMLizer completed in 379.02s
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-v18
Waiting for inference service chaiml-grpo-nis-cs-gud-93481-v18 to be ready
Inference service chaiml-grpo-nis-cs-gud-93481-v18 ready after 60.26427721977234s
Pipeline stage MKMLDeployer completed in 60.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1957790851593018s
Received healthy response to inference request in 1.5826196670532227s
Received healthy response to inference request in 3.0595905780792236s
Received healthy response to inference request in 1.683783769607544s
Received healthy response to inference request in 1.5646944046020508s
5 requests
0 failed requests
5th percentile: 1.5682794570922851
10th percentile: 1.5718645095825194
20th percentile: 1.5790346145629883
30th percentile: 1.6028524875640868
40th percentile: 1.6433181285858154
50th percentile: 1.683783769607544
60th percentile: 1.888581895828247
70th percentile: 2.09338002204895
80th percentile: 2.3685413837432865
90th percentile: 2.714065980911255
95th percentile: 2.886828279495239
99th percentile: 3.025038118362427
mean time: 2.0172935009002684
Pipeline stage StressChecker completed in 11.59s
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 0.65s
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 0.60s
Shutdown handler de-registered
chaiml-grpo-nis-cs-gud_93481_v18 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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 2751.87s
Shutdown handler de-registered
chaiml-grpo-nis-cs-gud_93481_v18 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-cs-gud_93481_v18 status is now torndown due to DeploymentManager action