developer_uid: NischayDnk
submission_id: chaiml-nitral-dpos1-bet_5231_v14
model_name: chaiml-nitral-dpos1-bet_5231_v14
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-09-09T22:24:59+00:00
num_battles: 6348
num_wins: 3507
celo_rating: 1294.93
family_friendly_score: 0.5022
family_friendly_standard_error: 0.007070999363597765
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': 0.7414083094591176, 'latency_mean': 1.3486736989021302, 'latency_p50': 1.3481945991516113, 'latency_p90': 1.477503490447998}, {'batch_size': 4, 'throughput': 1.634877359768234, 'latency_mean': 2.436816920042038, 'latency_p50': 2.4391512870788574, 'latency_p90': 2.79547061920166}, {'batch_size': 5, 'throughput': 1.743144135207478, 'latency_mean': 2.8591204488277437, 'latency_p50': 2.8950517177581787, 'latency_p90': 3.122900295257568}, {'batch_size': 8, 'throughput': 1.9886569850445557, 'latency_mean': 3.9893037259578703, 'latency_p50': 3.9914979934692383, 'latency_p90': 4.440206599235535}, {'batch_size': 10, 'throughput': 2.066326896958382, 'latency_mean': 4.79886992931366, 'latency_p50': 4.799999952316284, 'latency_p90': 5.467579340934753}, {'batch_size': 12, 'throughput': 2.1066977212456677, 'latency_mean': 5.633448460102081, 'latency_p50': 5.6815654039382935, 'latency_p90': 6.30075933933258}, {'batch_size': 15, 'throughput': 2.1626634944882364, 'latency_mean': 6.852377787828446, 'latency_p50': 6.916812777519226, 'latency_p90': 7.734984993934631}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v14
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: 1.95
us_pacific_date: 2025-09-09
win_ratio: 0.5524574669187146
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.15, 'frequency_penalty': 0.15, 'stopping_words': ['You:', '</s>', '\n', '###'], '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-v14-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v14-mkmlizer to finish
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chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: Downloaded to shared memory in 16.980s
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4z, folder:/tmp/tmpqv1ew26h, device:0
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: quantized model in 198.563s
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 215.543s
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v14/nvidia
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v14/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v14/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v14/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v14/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v14/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v14-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v14-mkmlizer completed after 248.67s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v14-mkmlizer
Pipeline stage MKMLizer completed in 249.07s
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-v14
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v14 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-nitral-dpos1-bet-5231-v14 ready after 100.09768748283386s
Pipeline stage MKMLDeployer completed in 100.52s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.652101993560791s
Received healthy response to inference request in 1.3246886730194092s
Received healthy response to inference request in 1.2122716903686523s
Received healthy response to inference request in 1.1994976997375488s
Received healthy response to inference request in 1.628546953201294s
5 requests
0 failed requests
5th percentile: 1.2020524978637694
10th percentile: 1.2046072959899903
20th percentile: 1.2097168922424317
30th percentile: 1.2347550868988038
40th percentile: 1.2797218799591064
50th percentile: 1.3246886730194092
60th percentile: 1.446231985092163
70th percentile: 1.567775297164917
80th percentile: 1.6332579612731934
90th percentile: 1.6426799774169922
95th percentile: 1.6473909854888915
99th percentile: 1.6511597919464112
mean time: 1.403421401977539
Pipeline stage StressChecker completed in 8.36s
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 0.73s
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_v14 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 2182.99s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v14 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v14 status is now torndown due to DeploymentManager action