chaiml-nitral-dpos1-bet_30174

developer_uid: NischayDnk
submission_id: chaiml-nitral-dpos1-bet_30174_v1
model_name: chaiml-nitral-dpos1-bet_30174_v1
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-09-22T15:55:53+00:00
num_battles: 6473
num_wins: 3563
celo_rating: 1291.77
family_friendly_score: 0.5404
family_friendly_standard_error: 0.007047947786412723
submission_type: basic
model_repo: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2
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': 0.7294217026503639, 'latency_mean': 1.3708280754089355, 'latency_p50': 1.3694394826889038, 'latency_p90': 1.5070368766784668}, {'batch_size': 4, 'throughput': 1.6260101110068248, 'latency_mean': 2.452157675027847, 'latency_p50': 2.4494606256484985, 'latency_p90': 2.723446583747864}, {'batch_size': 5, 'throughput': 1.7343299850275815, 'latency_mean': 2.8716281855106356, 'latency_p50': 2.8539414405822754, 'latency_p90': 3.1855855703353884}, {'batch_size': 8, 'throughput': 2.0203697615140093, 'latency_mean': 3.9405553376674654, 'latency_p50': 3.9252103567123413, 'latency_p90': 4.528070616722107}, {'batch_size': 10, 'throughput': 2.067493882948854, 'latency_mean': 4.794576318264007, 'latency_p50': 4.789067983627319, 'latency_p90': 5.396867179870605}, {'batch_size': 12, 'throughput': 2.143252361687551, 'latency_mean': 5.54820677280426, 'latency_p50': 5.591580390930176, 'latency_p90': 6.302650284767151}, {'batch_size': 15, 'throughput': 2.1860878980109946, 'latency_mean': 6.7693509364128115, 'latency_p50': 6.796007513999939, 'latency_p90': 7.71973226070404}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_30174_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2
model_size: 13B
ranking_group: single
throughput_3p7s: 1.98
us_pacific_date: 2025-09-22
win_ratio: 0.5504402904372007
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|>', '<|im_end|>', '###', '</s>', '\n'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-nitral-dpos1-bet-30174-v1-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-30174-v1-mkmlizer to finish
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: Downloaded to shared memory in 25.181s
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1_mergedv2 already exists in ChaiML
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpsfni7nok, device:0
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
Retrying (%r) after connection broken by '%r': %s
Retrying (%r) after connection broken by '%r': %s
Retrying (%r) after connection broken by '%r': %s
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v1/nvidia
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v1/nvidia/config.json
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v1/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v1/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v1/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-30174-v1/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-30174-v1-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-30174-v1-mkmlizer completed after 258.77s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-30174-v1-mkmlizer
Pipeline stage MKMLizer completed in 259.50s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-dpos1-bet-30174-v1
Waiting for inference service chaiml-nitral-dpos1-bet-30174-v1 to be ready
Inference service chaiml-nitral-dpos1-bet-30174-v1 ready after 216.80925250053406s
Pipeline stage MKMLDeployer completed in 217.28s
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 1.287217140197754s
Received healthy response to inference request in 1.5855259895324707s
Received healthy response to inference request in 1.5039613246917725s
Received healthy response to inference request in 1.381235122680664s
5 requests
1 failed requests
5th percentile: 1.306020736694336
10th percentile: 1.324824333190918
20th percentile: 1.362431526184082
30th percentile: 1.4057803630828858
40th percentile: 1.454870843887329
50th percentile: 1.5039613246917725
60th percentile: 1.5365871906280517
70th percentile: 1.569213056564331
80th percentile: 5.325418090820316
90th percentile: 12.805202293395997
95th percentile: 16.545094394683836
99th percentile: 19.537008075714112
mean time: 5.208585214614868
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8009788990020752s
Received healthy response to inference request in 1.5234160423278809s
Received healthy response to inference request in 1.2211809158325195s
Received healthy response to inference request in 2.1482250690460205s
Received healthy response to inference request in 1.6032874584197998s
5 requests
0 failed requests
5th percentile: 1.2816279411315918
10th percentile: 1.3420749664306642
20th percentile: 1.4629690170288085
30th percentile: 1.5393903255462646
40th percentile: 1.5713388919830322
50th percentile: 1.6032874584197998
60th percentile: 1.68236403465271
70th percentile: 1.76144061088562
80th percentile: 1.8704281330108643
90th percentile: 2.0093266010284423
95th percentile: 2.078775835037231
99th percentile: 2.1343352222442626
mean time: 1.6594176769256592
Pipeline stage StressChecker completed in 37.78s
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 1.15s
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 0.74s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_30174_v1 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 2315.30s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_30174_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_30174_v1 status is now torndown due to DeploymentManager action