chaiml-nitral-dpos1-bet_5231

developer_uid: zonemercy
submission_id: chaiml-nitral-dpos1-bet_5231_v19
model_name: chaiml-nitral-dpos1-bet_5231_v19
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-10-02T22:34:46+00:00
num_battles: 5321
num_wins: 2802
celo_rating: 1306.48
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': 0.7355006534039323, 'latency_mean': 1.3595158863067627, 'latency_p50': 1.3522818088531494, 'latency_p90': 1.4859737634658814}, {'batch_size': 4, 'throughput': 1.6190843521394436, 'latency_mean': 2.461343970298767, 'latency_p50': 2.457080364227295, 'latency_p90': 2.6575193881988524}, {'batch_size': 5, 'throughput': 1.7440731865852295, 'latency_mean': 2.843985342979431, 'latency_p50': 2.846815586090088, 'latency_p90': 3.2002285003662108}, {'batch_size': 8, 'throughput': 1.9978474444422296, 'latency_mean': 3.9757657086849214, 'latency_p50': 3.9998037815093994, 'latency_p90': 4.478272414207458}, {'batch_size': 10, 'throughput': 2.0784759170020557, 'latency_mean': 4.7655426108837124, 'latency_p50': 4.761116147041321, 'latency_p90': 5.330830359458923}, {'batch_size': 12, 'throughput': 2.1410058153241804, 'latency_mean': 5.547924301624298, 'latency_p50': 5.540559530258179, 'latency_p90': 6.291685080528259}, {'batch_size': 15, 'throughput': 2.1733922360775435, 'latency_mean': 6.828518218994141, 'latency_p50': 6.8632506132125854, 'latency_p90': 7.63408784866333}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v19
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: 1.96
us_pacific_date: 2025-10-02
win_ratio: 0.5265927457244879
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', '<|im_end|>', '###', '</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-v19-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v19-mkmlizer to finish
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chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: Downloaded to shared memory in 26.581s
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpty6z8y2m, device:0
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: quantized model in 145.579s
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 172.160s
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v19/nvidia
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v19/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v19/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v19/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v19/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v19/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v19-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v19-mkmlizer completed after 226.2s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v19-mkmlizer
Pipeline stage MKMLizer completed in 226.94s
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-5231-v19
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v19 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v19 ready after 50.571163177490234s
Pipeline stage MKMLDeployer completed in 51.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6659526824951172s
Received healthy response to inference request in 1.615689754486084s
Received healthy response to inference request in 1.3034441471099854s
Received healthy response to inference request in 1.7247862815856934s
Received healthy response to inference request in 1.2344932556152344s
5 requests
0 failed requests
5th percentile: 1.2482834339141846
10th percentile: 1.2620736122131349
20th percentile: 1.2896539688110351
30th percentile: 1.365893268585205
40th percentile: 1.4907915115356445
50th percentile: 1.615689754486084
60th percentile: 1.6357949256896973
70th percentile: 1.6559000968933106
80th percentile: 1.6777194023132325
90th percentile: 1.7012528419494628
95th percentile: 1.713019561767578
99th percentile: 1.7224329376220704
mean time: 1.5088732242584229
Pipeline stage StressChecker completed in 9.05s
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 0.63s
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 0.60s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v19 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 2197.40s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v19 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v19 status is now torndown due to DeploymentManager action