chaiml-nitral-dpos1-bet_5231

developer_uid: zonemercy
submission_id: chaiml-nitral-dpos1-bet_5231_v24
model_name: chaiml-nitral-dpos1-bet_5231_v24
model_group: ChaiML/nitral-dpos1-beta
status: torndown
timestamp: 2025-10-08T06:56:36+00:00
num_battles: 5981
num_wins: 3587
celo_rating: 1308.04
family_friendly_score: 0.5065999999999999
family_friendly_standard_error: 0.0070704517536010385
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': 0.7305927565739988, 'latency_mean': 1.3686299121379852, 'latency_p50': 1.3757787942886353, 'latency_p90': 1.4921429395675658}, {'batch_size': 4, 'throughput': 1.6543092073123276, 'latency_mean': 2.4087231147289274, 'latency_p50': 2.3987605571746826, 'latency_p90': 2.7256777763366697}, {'batch_size': 5, 'throughput': 1.7771934339589186, 'latency_mean': 2.8013404142856597, 'latency_p50': 2.803936243057251, 'latency_p90': 3.094012117385864}, {'batch_size': 8, 'throughput': 2.0364906804421214, 'latency_mean': 3.90075136423111, 'latency_p50': 3.932576894760132, 'latency_p90': 4.327310299873352}, {'batch_size': 10, 'throughput': 2.122369039163192, 'latency_mean': 4.665572121143341, 'latency_p50': 4.651808977127075, 'latency_p90': 5.2823783397674555}, {'batch_size': 12, 'throughput': 2.1857029120686766, 'latency_mean': 5.43516906619072, 'latency_p50': 5.459563851356506, 'latency_p90': 6.206253790855408}, {'batch_size': 15, 'throughput': 2.238402458763986, 'latency_mean': 6.620431364774704, 'latency_p50': 6.61832058429718, 'latency_p90': 7.537421488761902}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nitral-dpos1-bet_5231_v24
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: 2.01
us_pacific_date: 2025-10-07
win_ratio: 0.59973248620632
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>', '\n', '###', '<|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-v24-mkmlizer
Waiting for job on chaiml-nitral-dpos1-bet-5231-v24-mkmlizer to finish
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chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║                                                                     ║
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chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ║                                                                     ║
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: Downloaded to shared memory in 27.721s
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: Checking if ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 already exists in ChaiML
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplchligak, device:0
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: quantized model in 145.618s
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: Processed model ChaiML/nitral-dpos1-beta06-exp1-10kpref-1800-lowlr-2e-2-1 in 173.339s
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v24/nvidia
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v24/nvidia/config.json
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v24/nvidia/special_tokens_map.json
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v24/nvidia/tokenizer_config.json
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v24/nvidia/tokenizer.json
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-dpos1-bet-5231-v24/nvidia/flywheel_model.0.safetensors
chaiml-nitral-dpos1-bet-5231-v24-mkmlizer: 
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Job chaiml-nitral-dpos1-bet-5231-v24-mkmlizer completed after 235.35s with status: succeeded
Stopping job with name chaiml-nitral-dpos1-bet-5231-v24-mkmlizer
Pipeline stage MKMLizer completed in 236.14s
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-v24
Waiting for inference service chaiml-nitral-dpos1-bet-5231-v24 to be ready
Inference service chaiml-nitral-dpos1-bet-5231-v24 ready after 60.258007764816284s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.562422752380371s
Received healthy response to inference request in 1.3021867275238037s
Received healthy response to inference request in 1.2836048603057861s
Received healthy response to inference request in 1.5013108253479004s
Received healthy response to inference request in 1.257721185684204s
5 requests
0 failed requests
5th percentile: 1.2628979206085205
10th percentile: 1.2680746555328368
20th percentile: 1.2784281253814698
30th percentile: 1.2873212337493896
40th percentile: 1.2947539806365966
50th percentile: 1.3021867275238037
60th percentile: 1.3818363666534423
70th percentile: 1.461486005783081
80th percentile: 1.5135332107543946
90th percentile: 1.5379779815673829
95th percentile: 1.5502003669738769
99th percentile: 1.5599782752990723
mean time: 1.3814492702484131
Pipeline stage StressChecker completed in 8.69s
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 0.65s
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 0.96s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v24 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 2212.37s
Shutdown handler de-registered
chaiml-nitral-dpos1-bet_5231_v24 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-dpos1-bet_5231_v24 status is now torndown due to DeploymentManager action