chaiml-grpo-nis-12b-dpo_60732

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12b-dpo_60732_v3
model_name: chaiml-grpo-nis-12b-dpo_60732_v3
model_group: ChaiML/grpo_nis_12b_dpo_
status: torndown
timestamp: 2025-08-18T17:24:25+00:00
num_battles: 6298
num_wins: 3594
celo_rating: 1288.35
family_friendly_score: 0.5424
family_friendly_standard_error: 0.0070455977744972075
submission_type: basic
model_repo: ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
display_name: chaiml-grpo-nis-12b-dpo_60732_v3
is_internal_developer: False
language_model: ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03
model_size: 13B
ranking_group: single
us_pacific_date: 2025-08-18
win_ratio: 0.5706573515401715
generation_params: {'temperature': 1.0, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['<|im_end|>', '####', '</s>', '<|eot_id|>', '\n', 'Bot:', 'User:', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {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-12b-dpo-60732-v3-mkmlizer
Waiting for job on chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer to finish
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: Downloaded to shared memory in 34.311s
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: Checking if ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03 already exists in ChaiML
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpplo_4otq, device:0
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: quantized model in 148.160s
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: Processed model ChaiML/grpo_nis_12b_dpo_70k_v4_cp_12k_beta40_rmens3000_kd07_kl03 in 182.471s
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v3/nvidia
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v3/nvidia/config.json
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v3/nvidia/special_tokens_map.json
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v3/nvidia/tokenizer_config.json
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v3/nvidia/tokenizer.json
chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12b-dpo-60732-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer completed after 206.12s with status: succeeded
Stopping job with name chaiml-grpo-nis-12b-dpo-60732-v3-mkmlizer
Pipeline stage MKMLizer completed in 206.91s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-12b-dpo-60732-v3
Waiting for inference service chaiml-grpo-nis-12b-dpo-60732-v3 to be ready
Inference service chaiml-grpo-nis-12b-dpo-60732-v3 ready after 70.62459921836853s
Pipeline stage MKMLDeployer completed in 71.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5029025077819824s
Received healthy response to inference request in 1.1095054149627686s
Received healthy response to inference request in 1.1137769222259521s
Received healthy response to inference request in 1.326568841934204s
Received healthy response to inference request in 1.9435138702392578s
5 requests
0 failed requests
5th percentile: 1.1103597164154053
10th percentile: 1.111214017868042
20th percentile: 1.1129226207733154
30th percentile: 1.1563353061676025
40th percentile: 1.2414520740509034
50th percentile: 1.326568841934204
60th percentile: 1.3971023082733154
70th percentile: 1.4676357746124267
80th percentile: 1.5910247802734376
90th percentile: 1.7672693252563476
95th percentile: 1.8553915977478026
99th percentile: 1.9258894157409667
mean time: 1.399253511428833
Pipeline stage StressChecker completed in 8.99s
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 0.75s
Shutdown handler de-registered
chaiml-grpo-nis-12b-dpo_60732_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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-12b-dpo-60732-v3-profiler
Waiting for inference service chaiml-grpo-nis-12b-dpo-60732-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 2272.10s
Shutdown handler de-registered
chaiml-grpo-nis-12b-dpo_60732_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12b-dpo_60732_v3 status is now torndown due to DeploymentManager action