chaiml-nitral-dpos1-bet_5231

developer_uid: zonemercy
submission_id: chaiml-nitral-dpos1-bet_5231_v21
model_name: chaiml-nitral-dpos1-bet_5231_v21
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-10-07T06:29:16+00:00
num_battles: 6115
num_wins: 3236
celo_rating: 1314.13
family_friendly_score: 0.5114000000000001
family_friendly_standard_error: 0.007069229661002675
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': 0.7338704529257845, 'latency_mean': 1.3625163841247558, 'latency_p50': 1.3577383756637573, 'latency_p90': 1.499400544166565}, {'batch_size': 4, 'throughput': 1.6357106807874555, 'latency_mean': 2.4343311548233033, 'latency_p50': 2.4377682209014893, 'latency_p90': 2.665791392326355}, {'batch_size': 5, 'throughput': 1.7535111431987918, 'latency_mean': 2.8340353286266327, 'latency_p50': 2.85085666179657, 'latency_p90': 3.173944902420044}, {'batch_size': 8, 'throughput': 2.00638788269353, 'latency_mean': 3.953008230924606, 'latency_p50': 3.9550756216049194, 'latency_p90': 4.480892562866211}, {'batch_size': 10, 'throughput': 2.091447253441913, 'latency_mean': 4.738316849470139, 'latency_p50': 4.753233313560486, 'latency_p90': 5.28475022315979}, {'batch_size': 12, 'throughput': 2.1477329912093475, 'latency_mean': 5.5303679466247555, 'latency_p50': 5.546690940856934, 'latency_p90': 6.276102590560913}, {'batch_size': 15, 'throughput': 2.187749929640041, 'latency_mean': 6.756790541410446, 'latency_p50': 6.817978620529175, 'latency_p90': 7.7108107805252075}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v21
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: 1.98
us_pacific_date: 2025-10-06
win_ratio: 0.5291905151267375
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_end|>', '</s>', '###', '<|im_start|>', '\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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nitral-dpos1-bet-5231-v21-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v21-mkmlizer to finish
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chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: Downloaded to shared memory in 26.687s
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphucmjmdu, device:0
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: quantized model in 144.933s
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 171.620s
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v21/nvidia
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v21/nvidia/special_tokens_map.json
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', '')
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v21/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v21/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v21-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v21-mkmlizer completed after 270.35s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v21-mkmlizer
Pipeline stage MKMLizer completed in 271.47s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.35s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-dpos1-bet-5231-v21
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v21 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v21 ready after 51.12483811378479s
Pipeline stage MKMLDeployer completed in 52.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7579951286315918s
Received healthy response to inference request in 1.34779953956604s
Received healthy response to inference request in 1.5228910446166992s
Received healthy response to inference request in 1.30499267578125s
Received healthy response to inference request in 1.4829137325286865s
5 requests
0 failed requests
5th percentile: 1.313554048538208
10th percentile: 1.322115421295166
20th percentile: 1.339238166809082
30th percentile: 1.3748223781585693
40th percentile: 1.428868055343628
50th percentile: 1.4829137325286865
60th percentile: 1.4989046573638916
70th percentile: 1.5148955821990966
80th percentile: 1.5699118614196779
90th percentile: 1.6639534950256347
95th percentile: 1.7109743118286131
99th percentile: 1.7485909652709961
mean time: 1.4833184242248536
Pipeline stage StressChecker completed in 8.79s
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 0.70s
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 0.65s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v21 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 2230.81s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v21 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v21 status is now torndown due to DeploymentManager action