chaiml-nitral-dpos1-bet_5231

developer_uid: zonemercy
submission_id: chaiml-nitral-dpos1-bet_5231_v18
model_name: chaiml-nitral-dpos1-bet_5231_v18
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-10-02T21:14:24+00:00
num_battles: 5766
num_wins: 3073
celo_rating: 1303.12
family_friendly_score: 0.506
family_friendly_standard_error: 0.007070558676653493
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': 0.7347569117112965, 'latency_mean': 1.3608705627918243, 'latency_p50': 1.364484190940857, 'latency_p90': 1.5054434299468995}, {'batch_size': 4, 'throughput': 1.6223876015743763, 'latency_mean': 2.44849592089653, 'latency_p50': 2.455063819885254, 'latency_p90': 2.7529933929443358}, {'batch_size': 5, 'throughput': 1.747957569600905, 'latency_mean': 2.8447428607940672, 'latency_p50': 2.839524745941162, 'latency_p90': 3.1262425661087034}, {'batch_size': 8, 'throughput': 2.0241785076166394, 'latency_mean': 3.924743093252182, 'latency_p50': 3.960774540901184, 'latency_p90': 4.409291625022888}, {'batch_size': 10, 'throughput': 2.079053527187801, 'latency_mean': 4.765245567560196, 'latency_p50': 4.77510929107666, 'latency_p90': 5.379473948478698}, {'batch_size': 12, 'throughput': 2.1487353024721796, 'latency_mean': 5.533258658647537, 'latency_p50': 5.555444121360779, 'latency_p90': 6.306052327156067}, {'batch_size': 15, 'throughput': 2.188901314407553, 'latency_mean': 6.781348742246628, 'latency_p50': 6.8067145347595215, 'latency_p90': 7.640223717689514}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v18
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: 1.99
us_pacific_date: 2025-10-02
win_ratio: 0.5329517863336802
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': ['\n', '</s>', '<|im_start|>', '###', '<|im_end|>'], '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-v18-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v18-mkmlizer to finish
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: Downloaded to shared memory in 29.809s
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5zwy02h3, device:0
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: quantized model in 144.643s
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 174.453s
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v18/nvidia
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v18/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v18/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v18/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v18/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v18/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v18-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v18-mkmlizer completed after 256.45s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v18-mkmlizer
Pipeline stage MKMLizer completed in 256.97s
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-v18
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v18 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v18 ready after 50.472593784332275s
Pipeline stage MKMLDeployer completed in 51.11s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5825285911560059s
Received healthy response to inference request in 2.2197158336639404s
Received healthy response to inference request in 1.5824320316314697s
Received healthy response to inference request in 1.3446893692016602s
Received healthy response to inference request in 1.5613441467285156s
5 requests
0 failed requests
5th percentile: 1.3880203247070313
10th percentile: 1.4313512802124024
20th percentile: 1.5180131912231445
30th percentile: 1.5655617237091064
40th percentile: 1.5739968776702882
50th percentile: 1.5824320316314697
60th percentile: 1.5824706554412842
70th percentile: 1.5825092792510986
80th percentile: 1.7099660396575929
90th percentile: 1.9648409366607666
95th percentile: 2.0922783851623534
99th percentile: 2.194228343963623
mean time: 1.6581419944763183
Pipeline stage StressChecker completed in 9.66s
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 0.69s
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 0.63s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v18 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nitral-dpos1-bet-5231-v18-profiler
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v18-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 2300.41s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v18 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v18 status is now torndown due to DeploymentManager action