developer_uid: NischayDnk
submission_id: chaiml-nitral-dpos1-bet_5231_v15
model_name: chaiml-nitral-dpos1-bet_5231_v15
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-09-09T22:25:32+00:00
num_battles: 5199
num_wins: 2922
celo_rating: 1302.37
family_friendly_score: 0.49460000000000004
family_friendly_standard_error: 0.007070655415164849
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': 0.7398382861594623, 'latency_mean': 1.3515535986423493, 'latency_p50': 1.3497974872589111, 'latency_p90': 1.480121922492981}, {'batch_size': 4, 'throughput': 1.635501390025706, 'latency_mean': 2.432144397497177, 'latency_p50': 2.425983428955078, 'latency_p90': 2.6464025735855103}, {'batch_size': 5, 'throughput': 1.7567130342678312, 'latency_mean': 2.837496542930603, 'latency_p50': 2.825276732444763, 'latency_p90': 3.192690944671631}, {'batch_size': 8, 'throughput': 2.0363378839896407, 'latency_mean': 3.902991660833359, 'latency_p50': 3.8848992586135864, 'latency_p90': 4.431978940963745}, {'batch_size': 10, 'throughput': 2.111824236776885, 'latency_mean': 4.702654299736023, 'latency_p50': 4.679211974143982, 'latency_p90': 5.3102545738220215}, {'batch_size': 12, 'throughput': 2.174060538361471, 'latency_mean': 5.469470919370651, 'latency_p50': 5.4539347887039185, 'latency_p90': 6.237746620178223}, {'batch_size': 15, 'throughput': 2.2201487103341107, 'latency_mean': 6.678481786251068, 'latency_p50': 6.677664399147034, 'latency_p90': 7.650379347801208}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v15
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1
model_size: 13B
ranking_group: single
throughput_3p7s: 2.01
us_pacific_date: 2025-09-09
win_ratio: 0.5620311598384304
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|>', '\n', '</s>', '<|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-v15-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v15-mkmlizer to finish
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: Downloaded to shared memory in 16.656s
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4z, folder:/tmp/tmpeqst9qb3, device:0
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: quantized model in 196.793s
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 213.449s
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v15/nvidia
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v15/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v15/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v15/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v15/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v15/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v15-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v15-mkmlizer completed after 246.07s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v15-mkmlizer
Pipeline stage MKMLizer completed in 246.50s
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-v15
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v15 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v15 ready after 100.17372989654541s
Pipeline stage MKMLDeployer completed in 100.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6854863166809082s
Received healthy response to inference request in 1.207367181777954s
Received healthy response to inference request in 1.2892076969146729s
Received healthy response to inference request in 1.2609572410583496s
Received healthy response to inference request in 1.3311045169830322s
5 requests
0 failed requests
5th percentile: 1.2180851936340331
10th percentile: 1.2288032054901123
20th percentile: 1.2502392292022706
30th percentile: 1.2666073322296143
40th percentile: 1.2779075145721435
50th percentile: 1.2892076969146729
60th percentile: 1.3059664249420166
70th percentile: 1.3227251529693604
80th percentile: 1.4019808769226074
90th percentile: 1.5437335968017578
95th percentile: 1.614609956741333
99th percentile: 1.671311044692993
mean time: 1.3548245906829834
Pipeline stage StressChecker completed in 8.29s
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 0.71s
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 0.70s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v15 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 2229.46s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v15 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v15 status is now torndown due to DeploymentManager action