chaiml-nitral-dpos1-bet_5231

developer_uid: zonemercy
submission_id: chaiml-nitral-dpos1-bet_5231_v20
model_name: chaiml-nitral-dpos1-bet_5231_v20
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-10-07T06:29:15+00:00
num_battles: 6353
num_wins: 3273
celo_rating: 1301.18
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': 0.7316341693826275, 'latency_mean': 1.36670095205307, 'latency_p50': 1.366237759590149, 'latency_p90': 1.4907803535461426}, {'batch_size': 4, 'throughput': 1.61490489378937, 'latency_mean': 2.462871196269989, 'latency_p50': 2.462194800376892, 'latency_p90': 2.7089223861694336}, {'batch_size': 5, 'throughput': 1.7460968602795506, 'latency_mean': 2.8505230748653414, 'latency_p50': 2.848755121231079, 'latency_p90': 3.1607202291488647}, {'batch_size': 8, 'throughput': 2.007270501693293, 'latency_mean': 3.9468424272537233, 'latency_p50': 3.9218688011169434, 'latency_p90': 4.455626797676087}, {'batch_size': 10, 'throughput': 2.074289128186181, 'latency_mean': 4.783005164861679, 'latency_p50': 4.745221972465515, 'latency_p90': 5.478131175041199}, {'batch_size': 12, 'throughput': 2.138785829530146, 'latency_mean': 5.561858175992966, 'latency_p50': 5.605713605880737, 'latency_p90': 6.222968316078186}, {'batch_size': 15, 'throughput': 2.178952661060868, 'latency_mean': 6.803694850206375, 'latency_p50': 6.7864954471588135, 'latency_p90': 7.639571642875671}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v20
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: 1.98
us_pacific_date: 2025-10-06
win_ratio: 0.5151896741696836
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': ['</s>', '<|im_start|>', '###', '\n', '<|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-v20-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v20-mkmlizer to finish
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: Downloaded to shared memory in 26.777s
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvxmufp1y, device:0
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: quantized model in 145.082s
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 171.860s
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v20/nvidia
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v20/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v20/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v20/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v20/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v20/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v20-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v20-mkmlizer completed after 279.44s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v20-mkmlizer
Pipeline stage MKMLizer completed in 280.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.36s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-dpos1-bet-5231-v20
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v20 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v20 ready after 51.15108108520508s
Pipeline stage MKMLDeployer completed in 52.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6771540641784668s
Received healthy response to inference request in 1.2689940929412842s
Received healthy response to inference request in 1.2713878154754639s
Received healthy response to inference request in 1.3347711563110352s
Received healthy response to inference request in 1.2967450618743896s
5 requests
0 failed requests
5th percentile: 1.2694728374481201
10th percentile: 1.269951581954956
20th percentile: 1.270909070968628
30th percentile: 1.276459264755249
40th percentile: 1.2866021633148192
50th percentile: 1.2967450618743896
60th percentile: 1.311955499649048
70th percentile: 1.3271659374237061
80th percentile: 1.4032477378845216
90th percentile: 1.540200901031494
95th percentile: 1.6086774826049803
99th percentile: 1.6634587478637695
mean time: 1.369810438156128
Pipeline stage StressChecker completed in 8.09s
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 0.70s
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 0.69s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v20 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 2210.14s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v20 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v20 status is now torndown due to DeploymentManager action