chaiml-grpo-nis-12bsft_56492

developer_uid: zonemercy
submission_id: chaiml-grpo-nis-12bsft_56492_v17
model_name: chaiml-grpo-nis-12bsft_56492_v17
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-10-07T11:20:30+00:00
num_battles: 5433
num_wins: 2766
celo_rating: 1293.36
family_friendly_score: 0.518
family_friendly_standard_error: 0.0070664842743757665
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: 8
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.89975148826671, 'latency_mean': 1.1112927973270417, 'latency_p50': 1.110440969467163, 'latency_p90': 1.2383184194564818}, {'batch_size': 4, 'throughput': 2.0635288049058222, 'latency_mean': 1.928676691055298, 'latency_p50': 1.923641324043274, 'latency_p90': 2.159067964553833}, {'batch_size': 5, 'throughput': 2.240372894951591, 'latency_mean': 2.2202506458759306, 'latency_p50': 2.2393572330474854, 'latency_p90': 2.5105501651763915}, {'batch_size': 8, 'throughput': 2.670259690353816, 'latency_mean': 2.9813391649723053, 'latency_p50': 2.999483823776245, 'latency_p90': 3.391183853149414}, {'batch_size': 10, 'throughput': 2.729743689853304, 'latency_mean': 3.6236385893821716, 'latency_p50': 3.6471840143203735, 'latency_p90': 4.116744065284729}, {'batch_size': 12, 'throughput': 2.8379454289319224, 'latency_mean': 4.199246571063996, 'latency_p50': 4.236829400062561, 'latency_p90': 4.715946531295776}, {'batch_size': 15, 'throughput': 2.9115142361338737, 'latency_mean': 5.093592126369476, 'latency_p50': 5.100056529045105, 'latency_p90': 5.859777092933655}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsft_56492_v17
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: 2.77
us_pacific_date: 2025-10-07
win_ratio: 0.5091109884041966
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': 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-12bsft-56492-v17-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsft-56492-v17-mkmlizer to finish
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: Downloaded to shared memory in 26.592s
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptx3eh4i8, device:0
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: quantized model in 145.974s
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 172.566s
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v17/nvidia
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v17/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v17/nvidia/tokenizer.json
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v17/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsft-56492-v17-mkmlizer: 
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Job chaiml-grpo-nis-12bsft-56492-v17-mkmlizer completed after 248.72s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsft-56492-v17-mkmlizer
Pipeline stage MKMLizer completed in 249.42s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-12bsft-56492-v17
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v17 to be ready
Inference service chaiml-grpo-nis-12bsft-56492-v17 ready after 50.57754325866699s
Pipeline stage MKMLDeployer completed in 51.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4990110397338867s
Received healthy response to inference request in 1.1372313499450684s
Received healthy response to inference request in 1.3738455772399902s
Received healthy response to inference request in 1.1867363452911377s
Received healthy response to inference request in 1.0739967823028564s
5 requests
0 failed requests
5th percentile: 1.0866436958312988
10th percentile: 1.0992906093597412
20th percentile: 1.124584436416626
30th percentile: 1.1471323490142822
40th percentile: 1.16693434715271
50th percentile: 1.1867363452911377
60th percentile: 1.2615800380706788
70th percentile: 1.3364237308502196
80th percentile: 1.3988786697387696
90th percentile: 1.4489448547363282
95th percentile: 1.4739779472351073
99th percentile: 1.4940044212341308
mean time: 1.254164218902588
Pipeline stage StressChecker completed in 7.58s
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 0.66s
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 0.72s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v17 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 2070.34s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v17 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsft_56492_v17 status is now torndown due to DeploymentManager action