chaiml-grpo-nis-12bsft_56492

developer_uid: zonemercy
submission_id: chaiml-grpo-nis-12bsft_56492_v13
model_name: chaiml-grpo-nis-12bsft_56492_v13
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-10-01T19:13:43+00:00
num_battles: 6151
num_wins: 3049
celo_rating: 1280.79
family_friendly_score: 0.5218
family_friendly_standard_error: 0.007064343706247595
submission_type: basic
model_repo: ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 7
max_input_tokens: 1280
max_output_tokens: 60
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.9365902259184749, 'latency_mean': 1.0675829708576203, 'latency_p50': 1.0675657987594604, 'latency_p90': 1.1831547498703003}, {'batch_size': 5, 'throughput': 2.3934499025771294, 'latency_mean': 2.0744293677806853, 'latency_p50': 2.080714464187622, 'latency_p90': 2.3228326797485352}, {'batch_size': 10, 'throughput': 2.9532091968759717, 'latency_mean': 3.348944070339203, 'latency_p50': 3.3801724910736084, 'latency_p90': 3.798249292373657}, {'batch_size': 15, 'throughput': 3.1691882447853037, 'latency_mean': 4.674361938238144, 'latency_p50': 4.664675235748291, 'latency_p90': 5.384670686721802}, {'batch_size': 20, 'throughput': 3.2475082745550035, 'latency_mean': 6.07480483174324, 'latency_p50': 6.111489653587341, 'latency_p90': 7.090596461296082}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsft_56492_v13
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged
model_size: 13B
ranking_group: single
throughput_3p7s: 3.06
us_pacific_date: 2025-10-01
win_ratio: 0.495691757437815
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.15, 'frequency_penalty': 0.15, 'stopping_words': ['</s>', '###', '\n', 'You:'], 'max_input_tokens': 1280, 'best_of': 7, 'max_output_tokens': 60}
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-12bsft-56492-v13-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsft-56492-v13-mkmlizer to finish
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: Downloaded to shared memory in 27.723s
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj8h53ptl, device:0
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: quantized model in 145.450s
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 173.174s
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v13/nvidia
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v13/nvidia/config.json
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v13/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v13/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v13/nvidia/tokenizer.json
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v13/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsft-56492-v13-mkmlizer: 
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Job chaiml-grpo-nis-12bsft-56492-v13-mkmlizer completed after 235.62s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsft-56492-v13-mkmlizer
Pipeline stage MKMLizer completed in 236.14s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-12bsft-56492-v13
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v13 to be ready
Inference service chaiml-grpo-nis-12bsft-56492-v13 ready after 50.60244560241699s
Pipeline stage MKMLDeployer completed in 51.48s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6887106895446777s
Received healthy response to inference request in 1.3608238697052002s
Received healthy response to inference request in 1.593493938446045s
Received healthy response to inference request in 1.0038776397705078s
Received healthy response to inference request in 1.3145081996917725s
5 requests
0 failed requests
5th percentile: 1.0660037517547607
10th percentile: 1.1281298637390136
20th percentile: 1.2523820877075196
30th percentile: 1.323771333694458
40th percentile: 1.3422976016998291
50th percentile: 1.3608238697052002
60th percentile: 1.453891897201538
70th percentile: 1.546959924697876
80th percentile: 1.6125372886657714
90th percentile: 1.6506239891052246
95th percentile: 1.6696673393249513
99th percentile: 1.6849020195007325
mean time: 1.3922828674316405
Pipeline stage StressChecker completed in 8.28s
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 0.73s
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 1.02s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v13 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2100.50s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v13 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsft_56492_v13 status is now torndown due to DeploymentManager action