chaiml-nitral-dpos1-bet_5231

developer_uid: chai_backend_admin
submission_id: chaiml-nitral-dpos1-bet_5231_v27
model_name: chaiml-nitral-dpos1-bet_5231_v27
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-11-21T19:51:12+00:00
num_battles: 1649914
num_wins: 878830
celo_rating: 1307.71
family_friendly_score: 0.517
family_friendly_standard_error: 0.0070669795528217
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': 0.7239419038341282, 'latency_mean': 1.3812278234958648, 'latency_p50': 1.3931143283843994, 'latency_p90': 1.500747799873352}, {'batch_size': 4, 'throughput': 1.6130188708298736, 'latency_mean': 2.4719003582000734, 'latency_p50': 2.4627281427383423, 'latency_p90': 2.729174995422363}, {'batch_size': 5, 'throughput': 1.7191982268505699, 'latency_mean': 2.8938962149620058, 'latency_p50': 2.9026801586151123, 'latency_p90': 3.2365869522094726}, {'batch_size': 8, 'throughput': 1.9791959771156598, 'latency_mean': 4.003050092458725, 'latency_p50': 3.9957841634750366, 'latency_p90': 4.599164414405823}, {'batch_size': 10, 'throughput': 2.034189250514348, 'latency_mean': 4.890932294130326, 'latency_p50': 4.869939208030701, 'latency_p90': 5.527392268180847}, {'batch_size': 12, 'throughput': 2.103707082899836, 'latency_mean': 5.650201479196548, 'latency_p50': 5.658521890640259, 'latency_p90': 6.44135160446167}, {'batch_size': 15, 'throughput': 2.134114988985554, 'latency_mean': 6.940422992706299, 'latency_p50': 6.966867923736572, 'latency_p90': 7.841760897636414}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v27
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: 1.94
us_pacific_date: 2025-11-18
win_ratio: 0.5326520048923762
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', '###', '<|im_end|>', '</s>'], '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-v27-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v27-mkmlizer to finish
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: Downloaded to shared memory in 26.221s
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpl9ynomoy, device:0
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: quantized model in 145.923s
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 172.144s
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v27/nvidia
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v27/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v27/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v27/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v27/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v27/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v27-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v27-mkmlizer completed after 246.58s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v27-mkmlizer
Pipeline stage MKMLizer completed in 247.26s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-dpos1-bet-5231-v27
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v27 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v27 ready after 151.41668367385864s
Pipeline stage MKMLDeployer completed in 158.60s
run pipeline stage %s
Running pipeline stage StressChecker
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Received healthy response to inference request in 1.7623836994171143s
Received healthy response to inference request in 1.2594597339630127s
Received healthy response to inference request in 1.336796522140503s
Received healthy response to inference request in 1.2199134826660156s
Received healthy response to inference request in 1.2729341983795166s
5 requests
0 failed requests
5th percentile: 1.227822732925415
10th percentile: 1.2357319831848144
20th percentile: 1.2515504837036133
30th percentile: 1.2621546268463135
40th percentile: 1.267544412612915
50th percentile: 1.2729341983795166
60th percentile: 1.2984791278839112
70th percentile: 1.3240240573883058
80th percentile: 1.4219139575958253
90th percentile: 1.5921488285064698
95th percentile: 1.677266263961792
99th percentile: 1.7453602123260499
mean time: 1.3702975273132325
Pipeline stage StressChecker completed in 12.94s
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 1.06s
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 0.68s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v27 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-v27-profiler
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v27-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 2022.14s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v27 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v27 status is now torndown due to DeploymentManager action