chaiml-grpo-nis-24bsft-_88744

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-_88744_v1
model_name: chaiml-grpo-nis-24bsft-_88744_v1
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-05T06:26:18+00:00
num_battles: 6266
num_wins: 3462
celo_rating: 1297.31
family_friendly_score: 0.6104
family_friendly_standard_error: 0.006896547542067697
submission_type: basic
model_repo: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 64
reward_model: default
display_name: chaiml-grpo-nis-24bsft-_88744_v1
is_internal_developer: False
language_model: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged
model_size: 24B
ranking_group: single
us_pacific_date: 2025-09-04
win_ratio: 0.5525055857006065
generation_params: {'temperature': 0.55, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-24bsft-88744-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-88744-v1-mkmlizer to finish
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: Downloaded to shared memory in 62.848s
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxry6m6x_, device:0
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: quantized model in 285.880s
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged in 348.728s
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v1/nvidia
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v1/nvidia/config.json
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v1/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v1/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-88744-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-88744-v1-mkmlizer completed after 389.79s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-88744-v1-mkmlizer
Pipeline stage MKMLizer completed in 390.21s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-24bsft-88744-v1
Waiting for inference service chaiml-grpo-nis-24bsft-88744-v1 to be ready
Inference service chaiml-grpo-nis-24bsft-88744-v1 ready after 70.06965899467468s
Pipeline stage MKMLDeployer completed in 70.61s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.265679359436035s
Received healthy response to inference request in 1.7053453922271729s
Received healthy response to inference request in 2.4655942916870117s
Received healthy response to inference request in 2.0928072929382324s
Received healthy response to inference request in 1.6822388172149658s
5 requests
0 failed requests
5th percentile: 1.6868601322174073
10th percentile: 1.6914814472198487
20th percentile: 1.7007240772247314
30th percentile: 1.7828377723693847
40th percentile: 1.9378225326538085
50th percentile: 2.0928072929382324
60th percentile: 2.1619561195373533
70th percentile: 2.2311049461364747
80th percentile: 2.3056623458862306
90th percentile: 2.385628318786621
95th percentile: 2.4256113052368162
99th percentile: 2.4575976943969726
mean time: 2.0423330307006835
Pipeline stage StressChecker completed in 12.38s
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 0.70s
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-24bsft-_88744_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-24bsft-88744-v1-profiler
Waiting for inference service chaiml-grpo-nis-24bsft-88744-v1-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 2959.70s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_88744_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-_88744_v1 status is now torndown due to DeploymentManager action