chaiml-nis-dpo-cai-top1_86174

developer_uid: NischayDnk
submission_id: chaiml-nis-dpo-cai-top1_86174_v1
model_name: chaiml-nis-dpo-cai-top1_86174_v1
model_group: ChaiML/nis-dpo-cai-top10
status: torndown
timestamp: 2025-09-06T02:57:46+00:00
num_battles: 6072
num_wins: 3314
celo_rating: 1283.8
family_friendly_score: 0.4992
family_friendly_standard_error: 0.007071058760892883
submission_type: basic
model_repo: ChaiML/nis-dpo-cai-top100users-convodf-autoreg-3k-1mult-4k-beta05-50k-s02-1-1-1-1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.48579341522623665, 'latency_mean': 2.0583815705776214, 'latency_p50': 2.0624812841415405, 'latency_p90': 2.2549401044845583}, {'batch_size': 3, 'throughput': 0.8755428615495382, 'latency_mean': 3.4190956366062166, 'latency_p50': 3.4324662685394287, 'latency_p90': 3.7096898317337037}, {'batch_size': 5, 'throughput': 1.062474930486777, 'latency_mean': 4.68260242819786, 'latency_p50': 4.6763728857040405, 'latency_p90': 5.532361388206482}, {'batch_size': 6, 'throughput': 1.1201325303289822, 'latency_mean': 5.3325138187408445, 'latency_p50': 5.335406422615051, 'latency_p90': 6.173216009140014}, {'batch_size': 10, 'throughput': 1.2320834482452816, 'latency_mean': 8.06322298526764, 'latency_p50': 8.060393929481506, 'latency_p90': 9.356782078742981}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nis-dpo-cai-top1_86174_v1
is_internal_developer: False
language_model: ChaiML/nis-dpo-cai-top100users-convodf-autoreg-3k-1mult-4k-beta05-50k-s02-1-1-1-1
model_size: 24B
ranking_group: single
throughput_3p7s: 0.93
us_pacific_date: 2025-09-05
win_ratio: 0.5457839262187089
generation_params: {'temperature': 0.55, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-nis-dpo-cai-top1-86174-v1-mkmlizer
Waiting for job on chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer to finish
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║                                                                     ║
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chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║                                                                     ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║                                                                     ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║                                                                     ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ║                                                                     ║
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: Downloaded to shared memory in 64.594s
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: Checking if ChaiML/nis-dpo-cai-top100users-convodf-autoreg-3k-1mult-4k-beta05-50k-s02-1-1-1-1 already exists in ChaiML
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwxnlf1hh, device:0
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: quantized model in 288.505s
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: Processed model ChaiML/nis-dpo-cai-top100users-convodf-autoreg-3k-1mult-4k-beta05-50k-s02-1-1-1-1 in 353.100s
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-dpo-cai-top1-86174-v1/nvidia
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-dpo-cai-top1-86174-v1/nvidia/config.json
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-dpo-cai-top1-86174-v1/nvidia/special_tokens_map.json
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-dpo-cai-top1-86174-v1/nvidia/tokenizer_config.json
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-dpo-cai-top1-86174-v1/nvidia/tokenizer.json
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-dpo-cai-top1-86174-v1/nvidia/flywheel_model.1.safetensors
chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-dpo-cai-top1-86174-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer completed after 391.52s with status: succeeded
Stopping job with name chaiml-nis-dpo-cai-top1-86174-v1-mkmlizer
Pipeline stage MKMLizer completed in 392.04s
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-nis-dpo-cai-top1-86174-v1
Waiting for inference service chaiml-nis-dpo-cai-top1-86174-v1 to be ready
Inference service chaiml-nis-dpo-cai-top1-86174-v1 ready after 50.13317251205444s
Pipeline stage MKMLDeployer completed in 51.39s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.037222385406494s
Received healthy response to inference request in 1.9540824890136719s
Received healthy response to inference request in 1.8419110774993896s
Received healthy response to inference request in 1.847116231918335s
Received healthy response to inference request in 2.330448865890503s
5 requests
0 failed requests
5th percentile: 1.8429521083831788
10th percentile: 1.8439931392669677
20th percentile: 1.8460752010345458
30th percentile: 1.8685094833374023
40th percentile: 1.9112959861755372
50th percentile: 1.9540824890136719
60th percentile: 1.9873384475708007
70th percentile: 2.0205944061279295
80th percentile: 2.095867681503296
90th percentile: 2.2131582736968993
95th percentile: 2.271803569793701
99th percentile: 2.3187198066711425
mean time: 2.002156209945679
Pipeline stage StressChecker completed in 13.19s
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 0.99s
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
admin requested tearing down of chaiml-grpo-nis-12bsftg_52913_v4
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.85s
Shutdown handler not registered because Python interpreter is not running in the main thread
Shutdown handler de-registered
run pipeline %s
run pipeline stage %s
chaiml-nis-dpo-cai-top1_86174_v1 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 0.19s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nis-dpo-cai-top1-86174-v1-profiler
Waiting for inference service chaiml-nis-dpo-cai-top1-86174-v1-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 2903.91s
Shutdown handler de-registered
chaiml-nis-dpo-cai-top1_86174_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-dpo-cai-top1_86174_v1 status is now torndown due to DeploymentManager action