developer_uid: NischayDnk
submission_id: chaiml-nitral-dpos1-bet_5231_v16
model_name: chaiml-nitral-dpos1-bet_5231_v16
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-09-09T23:21:08+00:00
num_battles: 6164
num_wins: 3471
celo_rating: 1302.91
family_friendly_score: 0.504
family_friendly_standard_error: 0.007070841534074993
submission_type: basic
model_repo: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.6366577590296821, 'latency_mean': 1.5705817365646362, 'latency_p50': 1.5704035758972168, 'latency_p90': 1.716240930557251}, {'batch_size': 3, 'throughput': 1.2585599503746832, 'latency_mean': 2.3769418716430666, 'latency_p50': 2.374227285385132, 'latency_p90': 2.6171947956085204}, {'batch_size': 5, 'throughput': 1.5584453261799958, 'latency_mean': 3.1891006994247437, 'latency_p50': 3.192567467689514, 'latency_p90': 3.6393755435943604}, {'batch_size': 6, 'throughput': 1.6688265774465925, 'latency_mean': 3.5736337208747866, 'latency_p50': 3.5688626766204834, 'latency_p90': 3.9998297214508054}, {'batch_size': 8, 'throughput': 1.8197040997269955, 'latency_mean': 4.361940237283707, 'latency_p50': 4.364571452140808, 'latency_p90': 4.860589599609375}, {'batch_size': 10, 'throughput': 1.9171582814889838, 'latency_mean': 5.1790140807628635, 'latency_p50': 5.187210440635681, 'latency_p90': 5.799424839019776}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v16
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1
model_size: 13B
ranking_group: single
throughput_3p7s: 1.71
us_pacific_date: 2025-09-09
win_ratio: 0.5631083711875405
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['###', '<|im_start|>', '\n', '</s>', '<|im_end|>'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 74}
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
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Running pipeline stage MKMLizer
Starting job with name chaiml-nitral-dpos1-bet-5231-v16-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v16-mkmlizer to finish
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chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: Downloaded to shared memory in 17.356s
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprhip3j1k, device:0
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: quantized model in 26.049s
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 43.406s
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v16/nvidia
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v16/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v16/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v16/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v16/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v16/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v16-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v16-mkmlizer completed after 74.24s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v16-mkmlizer
Pipeline stage MKMLizer completed in 74.69s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-dpos1-bet-5231-v16
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v16 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v16 ready after 100.2303626537323s
Pipeline stage MKMLDeployer completed in 100.65s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.7814719676971436s
Received healthy response to inference request in 1.4176678657531738s
Received healthy response to inference request in 1.4598875045776367s
Received healthy response to inference request in 1.6239957809448242s
Received healthy response to inference request in 1.479964017868042s
5 requests
0 failed requests
5th percentile: 1.4261117935180665
10th percentile: 1.434555721282959
20th percentile: 1.451443576812744
30th percentile: 1.4639028072357179
40th percentile: 1.47193341255188
50th percentile: 1.479964017868042
60th percentile: 1.537576723098755
70th percentile: 1.5951894283294676
80th percentile: 1.6554910182952882
90th percentile: 1.7184814929962158
95th percentile: 1.7499767303466796
99th percentile: 1.7751729202270508
mean time: 1.552597427368164
Pipeline stage StressChecker completed in 8.92s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2361.41s
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chaiml-nitral-dpos1-bet_5231_v16 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v16 status is now torndown due to DeploymentManager action