chaiml-grpo-nis-12bsft_56492

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12bsft_56492_v12
model_name: chaiml-grpo-nis-12bsft_56492_v12
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-09-22T20:10:55+00:00
num_battles: 6189
num_wins: 3328
celo_rating: 1293.7
family_friendly_score: 0.5184
family_friendly_standard_error: 0.007066278228317931
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: 4096
max_output_tokens: 60
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.6439710850948266, 'latency_mean': 1.5527323806285858, 'latency_p50': 1.5490891933441162, 'latency_p90': 1.695755624771118}, {'batch_size': 3, 'throughput': 1.0148394695186573, 'latency_mean': 2.949639639854431, 'latency_p50': 2.9620426893234253, 'latency_p90': 3.2906847715377805}, {'batch_size': 5, 'throughput': 1.1636688558271913, 'latency_mean': 4.286466339826584, 'latency_p50': 4.271915435791016, 'latency_p90': 4.915948748588562}, {'batch_size': 6, 'throughput': 1.1895138134432215, 'latency_mean': 5.019899251461029, 'latency_p50': 5.0608097314834595, 'latency_p90': 5.705160331726074}, {'batch_size': 10, 'throughput': 1.2645078074245715, 'latency_mean': 7.833174692392349, 'latency_p50': 7.857522487640381, 'latency_p90': 9.013143873214721}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsft_56492_v12
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged
model_size: 13B
ranking_group: single
throughput_3p7s: 1.11
us_pacific_date: 2025-09-22
win_ratio: 0.5377282275004039
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>', 'You:', '###', '\n'], 'max_input_tokens': 4096, '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-v12-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsft-56492-v12-mkmlizer to finish
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: Downloaded to shared memory in 22.629s
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprbkrpdt2, device:0
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: quantized model in 145.956s
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 168.586s
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v12/nvidia
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v12/nvidia/config.json
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v12/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v12/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v12/nvidia/tokenizer.json
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v12/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsft-56492-v12-mkmlizer: 
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Job chaiml-grpo-nis-12bsft-56492-v12-mkmlizer completed after 226.14s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsft-56492-v12-mkmlizer
Pipeline stage MKMLizer completed in 226.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-12bsft-56492-v12
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v12 to be ready
Inference service chaiml-grpo-nis-12bsft-56492-v12 ready after 50.26701807975769s
Pipeline stage MKMLDeployer completed in 50.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4346339702606201s
Received healthy response to inference request in 1.2678954601287842s
Received healthy response to inference request in 1.1317296028137207s
Received healthy response to inference request in 1.6503448486328125s
Received healthy response to inference request in 1.2086067199707031s
5 requests
0 failed requests
5th percentile: 1.1471050262451172
10th percentile: 1.1624804496765138
20th percentile: 1.1932312965393066
30th percentile: 1.2204644680023193
40th percentile: 1.2441799640655518
50th percentile: 1.2678954601287842
60th percentile: 1.3345908641815185
70th percentile: 1.4012862682342528
80th percentile: 1.4777761459350587
90th percentile: 1.5640604972839356
95th percentile: 1.607202672958374
99th percentile: 1.6417164134979247
mean time: 1.3386421203613281
Pipeline stage StressChecker completed in 8.31s
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 0.63s
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-12bsft_56492_v12 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-12bsft-56492-v12-profiler
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v12-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 2567.29s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v12 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsft_56492_v12 status is now torndown due to DeploymentManager action