chaiml-nitral-dpos1-bet_5231

developer_uid: NischayDnk
submission_id: chaiml-nitral-dpos1-bet_5231_v13
model_name: chaiml-nitral-dpos1-bet_5231_v13
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-09-09T22:23:05+00:00
num_battles: 5148
num_wins: 2927
celo_rating: 1309.87
family_friendly_score: 0.509
family_friendly_standard_error: 0.007069922206078367
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': 0.7342607347018719, 'latency_mean': 1.3617921543121339, 'latency_p50': 1.3689616918563843, 'latency_p90': 1.4838313102722167}, {'batch_size': 4, 'throughput': 1.6036073089646836, 'latency_mean': 2.489188196659088, 'latency_p50': 2.4951276779174805, 'latency_p90': 2.7413448095321655}, {'batch_size': 5, 'throughput': 1.7277005242200383, 'latency_mean': 2.882734754085541, 'latency_p50': 2.8829785585403442, 'latency_p90': 3.1878333806991574}, {'batch_size': 8, 'throughput': 1.9674238719314714, 'latency_mean': 4.046003321409225, 'latency_p50': 4.020024299621582, 'latency_p90': 4.5408786058425905}, {'batch_size': 10, 'throughput': 2.0280132854156685, 'latency_mean': 4.8929891419410705, 'latency_p50': 4.915098071098328, 'latency_p90': 5.551131677627564}, {'batch_size': 12, 'throughput': 2.082812135249536, 'latency_mean': 5.706665558815002, 'latency_p50': 5.763823628425598, 'latency_p90': 6.555743169784546}, {'batch_size': 15, 'throughput': 2.128474589489435, 'latency_mean': 6.977236596345901, 'latency_p50': 7.00567364692688, 'latency_p90': 7.925583338737487}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v13
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: 1.92
us_pacific_date: 2025-09-09
win_ratio: 0.5685703185703186
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_start|>', '###', '<|im_end|>', '\n', '</s>'], '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-v13-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v13-mkmlizer to finish
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chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: Downloaded to shared memory in 35.330s
HTTP Request: %s %s "%s %d %s"
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1fdb38ps, device:0
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: quantized model in 148.268s
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 183.599s
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v13/nvidia
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v13/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v13/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v13/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v13/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v13/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v13-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v13-mkmlizer completed after 219.88s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v13-mkmlizer
Pipeline stage MKMLizer completed in 220.31s
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-v13
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v13 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v13 ready after 100.29886174201965s
Pipeline stage MKMLDeployer completed in 100.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5632827281951904s
Received healthy response to inference request in 1.2243468761444092s
Received healthy response to inference request in 1.360166072845459s
Received healthy response to inference request in 1.414670705795288s
Received healthy response to inference request in 1.5417041778564453s
5 requests
0 failed requests
5th percentile: 1.2515107154846192
10th percentile: 1.278674554824829
20th percentile: 1.333002233505249
30th percentile: 1.3710669994354248
40th percentile: 1.3928688526153565
50th percentile: 1.414670705795288
60th percentile: 1.465484094619751
70th percentile: 1.5162974834442138
80th percentile: 1.5460198879241944
90th percentile: 1.5546513080596924
95th percentile: 1.5589670181274413
99th percentile: 1.5624195861816406
mean time: 1.4208341121673584
Pipeline stage StressChecker completed in 8.46s
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 0.66s
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 0.68s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v13 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nitral-dpos1-bet-5231-v13-profiler
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v13-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 2224.13s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v13 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v13 status is now torndown due to DeploymentManager action