chaiml-grpo-nis-cs-nuri_38434

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-cs-nuri_38434_v3
model_name: chaiml-grpo-nis-cs-nuri_38434_v3
model_group: ChaiML/grpo_nis_cs_nurit
status: torndown
timestamp: 2025-08-08T18:00:56+00:00
num_battles: 6679
num_wins: 3554
celo_rating: 1291.56
family_friendly_score: 0.5176000000000001
family_friendly_standard_error: 0.007066685786137658
submission_type: basic
model_repo: ChaiML/grpo_nis_cs_nurit_v1_cp_beta35_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
display_name: chaiml-grpo-nis-cs-nuri_38434_v3
is_internal_developer: False
language_model: ChaiML/grpo_nis_cs_nurit_v1_cp_beta35_merged
model_size: 24B
ranking_group: single
us_pacific_date: 2025-08-08
win_ratio: 0.5321155861655936
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['####', '####\n', '</s>', 'You:', '\n'], 'max_input_tokens': 1024, 'best_of': 8, '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-nuri-38434-v3-mkmlizer
Waiting for job on chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer to finish
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: Downloaded to shared memory in 149.306s
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: Checking if ChaiML/grpo_nis_cs_nurit_v1_cp_beta35_merged already exists in ChaiML
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptysqagob, device:0
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: quantized model in 319.022s
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: Processed model ChaiML/grpo_nis_cs_nurit_v1_cp_beta35_merged in 468.329s
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-cs-nuri-38434-v3/nvidia
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-nuri-38434-v3/nvidia/config.json
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-nuri-38434-v3/nvidia/special_tokens_map.json
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-nuri-38434-v3/nvidia/tokenizer_config.json
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-nuri-38434-v3/nvidia/tokenizer.json
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-nuri-38434-v3/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-nuri-38434-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer completed after 510.64s with status: succeeded
Stopping job with name chaiml-grpo-nis-cs-nuri-38434-v3-mkmlizer
Pipeline stage MKMLizer completed in 511.05s
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-grpo-nis-cs-nuri-38434-v3
Waiting for inference service chaiml-grpo-nis-cs-nuri-38434-v3 to be ready
Inference service chaiml-grpo-nis-cs-nuri-38434-v3 ready after 70.0709581375122s
Pipeline stage MKMLDeployer completed in 70.53s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7957358360290527s
Received healthy response to inference request in 2.0003244876861572s
Received healthy response to inference request in 1.8686509132385254s
Received healthy response to inference request in 1.6865355968475342s
Received healthy response to inference request in 1.7690420150756836s
5 requests
0 failed requests
5th percentile: 1.7030368804931642
10th percentile: 1.719538164138794
20th percentile: 1.7525407314300536
30th percentile: 1.788963794708252
40th percentile: 1.8288073539733887
50th percentile: 1.8686509132385254
60th percentile: 1.921320343017578
70th percentile: 1.973989772796631
80th percentile: 2.1594067573547364
90th percentile: 2.4775712966918944
95th percentile: 2.6366535663604735
99th percentile: 2.7639193820953367
mean time: 2.0240577697753905
Pipeline stage StressChecker completed in 11.90s
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 0.81s
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-grpo-nis-cs-nuri_38434_v3 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 0.14s
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 chaiml-grpo-nis-cs-nuri-38434-v3-profiler
Waiting for inference service chaiml-grpo-nis-cs-nuri-38434-v3-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 3079.39s
Shutdown handler de-registered
chaiml-grpo-nis-cs-nuri_38434_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-cs-nuri_38434_v3 status is now torndown due to DeploymentManager action