developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-_88744_v2
model_name: chaiml-grpo-nis-24bsft-_88744_v2
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-05T18:09:52+00:00
num_battles: 7774
num_wins: 4338
celo_rating: 1291.45
family_friendly_score: 0.6098
family_friendly_standard_error: 0.006898463017223474
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_v2
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: 2025-09-05
win_ratio: 0.558013892462053
generation_params: {'temperature': 0.75, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\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-v2-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-88744-v2-mkmlizer to finish
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chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: Downloaded to shared memory in 49.641s
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4b6diavq, device:0
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: quantized model in 285.421s
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged in 335.062s
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v2/nvidia
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v2/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v2/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v2/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-88744-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-88744-v2-mkmlizer completed after 441.0s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-88744-v2-mkmlizer
Pipeline stage MKMLizer completed in 441.40s
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-24bsft-88744-v2
Waiting for inference service chaiml-grpo-nis-24bsft-88744-v2 to be ready
HTTP Request: %s %s "%s %d %s"
Inference service chaiml-grpo-nis-24bsft-88744-v2 ready after 60.762380838394165s
Pipeline stage MKMLDeployer completed in 61.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.342177629470825s
Received healthy response to inference request in 1.9175050258636475s
Received healthy response to inference request in 1.701169729232788s
Received healthy response to inference request in 1.8419899940490723s
Received healthy response to inference request in 2.2604129314422607s
5 requests
0 failed requests
5th percentile: 1.7293337821960448
10th percentile: 1.7574978351593018
20th percentile: 1.8138259410858155
30th percentile: 1.8570930004119872
40th percentile: 1.8872990131378173
50th percentile: 1.9175050258636475
60th percentile: 2.0546681880950928
70th percentile: 2.191831350326538
80th percentile: 2.2767658710479735
90th percentile: 2.3094717502593993
95th percentile: 2.3258246898651125
99th percentile: 2.3389070415496827
mean time: 2.012651062011719
Pipeline stage StressChecker completed in 11.49s
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_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5767.01s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_88744_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-_88744_v2 status is now torndown due to DeploymentManager action