chaiml-nitral-dpos1-bet_5231

developer_uid: zonemercy
submission_id: chaiml-nitral-dpos1-bet_5231_v23
model_name: chaiml-nitral-dpos1-bet_5231_v23
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-10-07T12:39:02+00:00
num_battles: 5599
num_wins: 2961
celo_rating: 1310.36
family_friendly_score: 0.5112
family_friendly_standard_error: 0.007069293599787747
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': 0.7331051076634559, 'latency_mean': 1.363933606147766, 'latency_p50': 1.3553062677383423, 'latency_p90': 1.4911207914352418}, {'batch_size': 4, 'throughput': 1.6238778035266959, 'latency_mean': 2.4552241921424867, 'latency_p50': 2.460228443145752, 'latency_p90': 2.7463188648223875}, {'batch_size': 5, 'throughput': 1.7648078802511904, 'latency_mean': 2.8212573421001435, 'latency_p50': 2.8159799575805664, 'latency_p90': 3.161412668228149}, {'batch_size': 8, 'throughput': 2.022707416589199, 'latency_mean': 3.9254250860214235, 'latency_p50': 3.897741436958313, 'latency_p90': 4.460455799102784}, {'batch_size': 10, 'throughput': 2.0799344585472306, 'latency_mean': 4.756473461389541, 'latency_p50': 4.75932765007019, 'latency_p90': 5.342574262619019}, {'batch_size': 12, 'throughput': 2.1636965021513896, 'latency_mean': 5.493879407644272, 'latency_p50': 5.532037734985352, 'latency_p90': 6.268711423873901}, {'batch_size': 15, 'throughput': 2.200660102959188, 'latency_mean': 6.735652846097946, 'latency_p50': 6.735218524932861, 'latency_p90': 7.661529064178467}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v23
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: 2.0
us_pacific_date: 2025-10-07
win_ratio: 0.528844436506519
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': ['</s>', '###', '<|im_end|>', '\n', '<|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-v23-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v23-mkmlizer to finish
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: Downloaded to shared memory in 23.989s
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp245mfeop, device:0
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: quantized model in 145.230s
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 169.219s
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v23/nvidia
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v23/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v23/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v23/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v23/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v23-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v23-mkmlizer completed after 240.4s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v23-mkmlizer
Pipeline stage MKMLizer completed in 241.21s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-dpos1-bet-5231-v23
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v23 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v23 ready after 50.775370597839355s
Pipeline stage MKMLDeployer completed in 51.61s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7158710956573486s
Received healthy response to inference request in 1.2690346240997314s
Received healthy response to inference request in 1.4717912673950195s
Received healthy response to inference request in 1.4196820259094238s
Received healthy response to inference request in 1.7062203884124756s
5 requests
0 failed requests
5th percentile: 1.29916410446167
10th percentile: 1.3292935848236085
20th percentile: 1.3895525455474853
30th percentile: 1.430103874206543
40th percentile: 1.4509475708007813
50th percentile: 1.4717912673950195
60th percentile: 1.565562915802002
70th percentile: 1.6593345642089843
80th percentile: 1.70815052986145
90th percentile: 1.7120108127593994
95th percentile: 1.7139409542083741
99th percentile: 1.7154850673675537
mean time: 1.5165198802948
Pipeline stage StressChecker completed in 8.93s
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 0.67s
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_v23 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 2423.00s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v23 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v23 status is now torndown due to DeploymentManager action