chaiml-grpo-nis-12bsft_56492

developer_uid: zonemercy
submission_id: chaiml-grpo-nis-12bsft_56492_v19
model_name: chaiml-grpo-nis-12bsft_56492_v19
model_group: ChaiML/grpo_nis_12bsftju
status: torndown
timestamp: 2025-10-08T04:28:19+00:00
num_battles: 5424
num_wins: 3168
celo_rating: 1298.65
family_friendly_score: 0.5187999999999999
family_friendly_standard_error: 0.007066067647567492
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': 0.8857112924093083, 'latency_mean': 1.1289371252059937, 'latency_p50': 1.1329652070999146, 'latency_p90': 1.250931978225708}, {'batch_size': 4, 'throughput': 2.0439197204672115, 'latency_mean': 1.9469085478782653, 'latency_p50': 1.9352232217788696, 'latency_p90': 2.144296741485596}, {'batch_size': 5, 'throughput': 2.2328070283074553, 'latency_mean': 2.2330598640441894, 'latency_p50': 2.223459243774414, 'latency_p90': 2.516990303993225}, {'batch_size': 8, 'throughput': 2.6143860759088513, 'latency_mean': 3.0416184866428377, 'latency_p50': 3.0542213916778564, 'latency_p90': 3.4542548656463623}, {'batch_size': 10, 'throughput': 2.731052632324324, 'latency_mean': 3.6286810863018037, 'latency_p50': 3.6572604179382324, 'latency_p90': 4.129811143875122}, {'batch_size': 12, 'throughput': 2.8024974121540542, 'latency_mean': 4.237951989173889, 'latency_p50': 4.279405951499939, 'latency_p90': 4.775443196296692}, {'batch_size': 15, 'throughput': 2.8619464417424414, 'latency_mean': 5.172387948036194, 'latency_p50': 5.23013174533844, 'latency_p90': 5.992437553405762}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-12bsft_56492_v19
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: 0.584070796460177
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': ['###', '\n', 'You:', '</s>'], '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-v19-mkmlizer
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chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-grpo-nis-12bsft-56492-v19-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-grpo-nis-12bsft-56492-v19-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsft-56492-v19-mkmlizer to finish
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chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: Downloaded to shared memory in 24.017s
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw4vzj1qy, device:0
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: quantized model in 144.664s
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 168.682s
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v19/nvidia
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v19/nvidia/config.json
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v19/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v19/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v19/nvidia/tokenizer.json
chaiml-grpo-nis-12bsft-56492-v19-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsft-56492-v19/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-12bsft-56492-v19-mkmlizer completed after 245.07s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsft-56492-v19-mkmlizer
Pipeline stage MKMLizer completed in 297.76s
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-v19
Waiting for inference service chaiml-grpo-nis-12bsft-56492-v19 to be ready
Inference service chaiml-grpo-nis-12bsft-56492-v19 ready after 60.24719047546387s
Pipeline stage MKMLDeployer completed in 61.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4143316745758057s
Received healthy response to inference request in 1.1313436031341553s
Received healthy response to inference request in 2.0934059619903564s
Received healthy response to inference request in 1.38297438621521s
Received healthy response to inference request in 1.2030131816864014s
5 requests
0 failed requests
5th percentile: 1.1456775188446044
10th percentile: 1.1600114345550536
20th percentile: 1.1886792659759522
30th percentile: 1.2390054225921632
40th percentile: 1.3109899044036866
50th percentile: 1.38297438621521
60th percentile: 1.3955173015594482
70th percentile: 1.4080602169036864
80th percentile: 1.550146532058716
90th percentile: 1.8217762470245362
95th percentile: 1.9575911045074461
99th percentile: 2.0662429904937745
mean time: 1.4450137615203857
Pipeline stage StressChecker completed in 8.53s
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 0.61s
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_v19 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 2396.37s
Shutdown handler de-registered
chaiml-grpo-nis-12bsft_56492_v19 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsft_56492_v19 status is now torndown due to DeploymentManager action