chaiml-nitral-dpos1-bet_5231

developer_uid: zonemercy
submission_id: chaiml-nitral-dpos1-bet_5231_v22
model_name: chaiml-nitral-dpos1-bet_5231_v22
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-10-07T12:39:02+00:00
num_battles: 5714
num_wins: 3037
celo_rating: 1307.18
family_friendly_score: 0.5084
family_friendly_standard_error: 0.007070069872356284
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': 0.723657320409143, 'latency_mean': 1.3817716670036315, 'latency_p50': 1.3743607997894287, 'latency_p90': 1.5078449249267578}, {'batch_size': 4, 'throughput': 1.620681675999562, 'latency_mean': 2.457698185443878, 'latency_p50': 2.438600778579712, 'latency_p90': 2.7900358200073243}, {'batch_size': 5, 'throughput': 1.7299332125074527, 'latency_mean': 2.8817057013511658, 'latency_p50': 2.880947470664978, 'latency_p90': 3.2043506622314455}, {'batch_size': 8, 'throughput': 1.9913101516465528, 'latency_mean': 3.971968324184418, 'latency_p50': 3.9787217378616333, 'latency_p90': 4.495930624008179}, {'batch_size': 10, 'throughput': 2.06483124809436, 'latency_mean': 4.798234584331513, 'latency_p50': 4.798656105995178, 'latency_p90': 5.483773827552795}, {'batch_size': 12, 'throughput': 2.1304806696930996, 'latency_mean': 5.586454335451126, 'latency_p50': 5.567384243011475, 'latency_p90': 6.298860216140747}, {'batch_size': 15, 'throughput': 2.1620392517457483, 'latency_mean': 6.8545229887962345, 'latency_p50': 6.893629670143127, 'latency_p90': 7.849579954147339}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v22
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1
model_size: 13B
ranking_group: single
throughput_3p7s: 1.96
us_pacific_date: 2025-10-07
win_ratio: 0.531501575078754
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': ['###', '\n', '</s>', '<|im_end|>', '<|im_start|>'], '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nitral-dpos1-bet-5231-v22-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v22-mkmlizer to finish
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chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: Downloaded to shared memory in 23.890s
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptxit0e5_, device:0
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: quantized model in 146.003s
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 169.894s
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v22/nvidia
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v22/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v22/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v22/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v22/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v22/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v22-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v22-mkmlizer completed after 239.8s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v22-mkmlizer
Pipeline stage MKMLizer completed in 240.75s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-dpos1-bet-5231-v22
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v22 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v22 ready after 61.28840374946594s
Pipeline stage MKMLDeployer completed in 62.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8748595714569092s
Received healthy response to inference request in 1.300870418548584s
Received healthy response to inference request in 1.3778178691864014s
Received healthy response to inference request in 1.229564905166626s
Received healthy response to inference request in 1.482703685760498s
5 requests
0 failed requests
5th percentile: 1.2438260078430177
10th percentile: 1.2580871105194091
20th percentile: 1.2866093158721923
30th percentile: 1.3162599086761475
40th percentile: 1.3470388889312743
50th percentile: 1.3778178691864014
60th percentile: 1.41977219581604
70th percentile: 1.4617265224456788
80th percentile: 1.5611348628997803
90th percentile: 1.7179972171783446
95th percentile: 1.796428394317627
99th percentile: 1.8591733360290528
mean time: 1.4531632900238036
Pipeline stage StressChecker completed in 8.56s
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 0.93s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v22 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-nitral-dpos1-bet-5231-v22-profiler
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v22-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 2473.12s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v22 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v22 status is now torndown due to DeploymentManager action