chaiml-grpo-nis-12bsftj_56492

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-12bsftj_56492_v1
model_name: chaiml-grpo-nis-12bsftj_56492_v1
model_group: ChaiML/grpo_nis_12bsftju
status: inactive
timestamp: 2025-07-31T03:54:01+00:00
num_battles: 6087
num_wins: 3646
celo_rating: 1298.38
family_friendly_score: 0.523
family_friendly_standard_error: 0.007063582660378514
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': 0.6283706170080757, 'latency_mean': 1.591290135383606, 'latency_p50': 1.590242862701416, 'latency_p90': 1.7482535600662232}, {'batch_size': 3, 'throughput': 1.0326766609940905, 'latency_mean': 2.8989401137828827, 'latency_p50': 2.9056426286697388, 'latency_p90': 3.2466031312942505}, {'batch_size': 5, 'throughput': 1.160105529313858, 'latency_mean': 4.295903314352035, 'latency_p50': 4.295000314712524, 'latency_p90': 4.774555587768555}, {'batch_size': 6, 'throughput': 1.230220069216128, 'latency_mean': 4.861302517652511, 'latency_p50': 4.868297696113586, 'latency_p90': 5.382006907463074}, {'batch_size': 8, 'throughput': 1.264795664664671, 'latency_mean': 6.283058861494064, 'latency_p50': 6.302131533622742, 'latency_p90': 7.147310018539429}, {'batch_size': 10, 'throughput': 1.29843672166243, 'latency_mean': 7.644368499517441, 'latency_p50': 7.594546318054199, 'latency_p90': 8.614299297332764}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-grpo-nis-12bsftj_56492_v1
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: 1.12
us_pacific_date: 2025-07-30
win_ratio: 0.5989814358468868
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': ['You:', '</s>', '###', '\n'], '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-12bsftj-56492-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer to finish
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: Downloaded to shared memory in 45.572s
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: Checking if ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged already exists in ChaiML
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0w8kbij_, device:0
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-biker-twice-dark_19320_v1: HTTPConnectionPool(host='chaiml-biker-twice-dark-19320-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: quantized model in 163.120s
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: Processed model ChaiML/grpo_nis_12bsftjun_v4_cp_beta30_rm1_s1_step1370_e10_merged in 208.692s
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v1/nvidia
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v1/nvidia/config.json
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v1/nvidia/tokenizer.json
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-12bsftj-56492-v1/nvidia/flywheel_model.0.safetensors
chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer: 
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Job chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer completed after 231.69s with status: succeeded
Stopping job with name chaiml-grpo-nis-12bsftj-56492-v1-mkmlizer
Pipeline stage MKMLizer completed in 232.36s
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-12bsftj-56492-v1
Waiting for inference service chaiml-grpo-nis-12bsftj-56492-v1 to be ready
Inference service chaiml-grpo-nis-12bsftj-56492-v1 ready after 251.08703470230103s
Pipeline stage MKMLDeployer completed in 251.91s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.919332504272461s
Received healthy response to inference request in 3.033889055252075s
Received healthy response to inference request in 2.4619691371917725s
Received healthy response to inference request in 1.8996529579162598s
5 requests
1 failed requests
5th percentile: 2.0121161937713623
10th percentile: 2.124579429626465
20th percentile: 2.34950590133667
30th percentile: 2.55344181060791
40th percentile: 2.7363871574401855
50th percentile: 2.919332504272461
60th percentile: 2.9651551246643066
70th percentile: 3.0109777450561523
80th percentile: 6.458354616165164
90th percentile: 13.307285737991336
95th percentile: 16.731751298904417
99th percentile: 19.471323747634887
mean time: 6.0942121028900145
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7438628673553467s
Received healthy response to inference request in 1.9794766902923584s
Received healthy response to inference request in 1.6467900276184082s
Received healthy response to inference request in 1.5571105480194092s
Received healthy response to inference request in 1.6812169551849365s
5 requests
0 failed requests
5th percentile: 1.575046443939209
10th percentile: 1.5929823398590088
20th percentile: 1.6288541316986085
30th percentile: 1.653675413131714
40th percentile: 1.6674461841583252
50th percentile: 1.6812169551849365
60th percentile: 1.7062753200531007
70th percentile: 1.7313336849212646
80th percentile: 1.790985631942749
90th percentile: 1.8852311611175536
95th percentile: 1.932353925704956
99th percentile: 1.9700521373748778
mean time: 1.7216914176940918
Pipeline stage StressChecker completed in 43.06s
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 0.79s
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 0.76s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftj_56492_v1 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 0.17s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-12bsftj-56492-v1-profiler
Waiting for inference service chaiml-grpo-nis-12bsftj-56492-v1-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 3024.51s
Shutdown handler de-registered
chaiml-grpo-nis-12bsftj_56492_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-12bsftj_56492_v1 status is now protected due to ABTestQueueItem
chaiml-grpo-nis-12bsftj_56492_v1 status is now protected due to ABTestQueueItem