chaiml-csfs-v3-3-dpo-lr_86358

developer_uid: zonemercy
submission_id: chaiml-csfs-v3-3-dpo-lr_86358_v7
model_name: test
model_group: ChaiML/csfs-v3-3-dpo-lr5
status: torndown
timestamp: 2025-12-12T18:27:19+00:00
num_battles: 7137
num_wins: 3601
celo_rating: 1301.77
family_friendly_score: 0.4918
family_friendly_standard_error: 0.007070116830717863
submission_type: basic
model_repo: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46686500732069247, 'latency_mean': 2.1418221294879913, 'latency_p50': 2.1391680240631104, 'latency_p90': 2.3375601291656496}, {'batch_size': 2, 'throughput': 0.6783361604483003, 'latency_mean': 2.945964298248291, 'latency_p50': 2.9760934114456177, 'latency_p90': 3.196766901016235}, {'batch_size': 3, 'throughput': 0.8180804034411456, 'latency_mean': 3.656148519515991, 'latency_p50': 3.6766003370285034, 'latency_p90': 3.9475852727890013}, {'batch_size': 4, 'throughput': 0.9213492438712557, 'latency_mean': 4.316859359741211, 'latency_p50': 4.327791929244995, 'latency_p90': 4.961815977096557}, {'batch_size': 5, 'throughput': 0.9909618367937736, 'latency_mean': 5.036134239435196, 'latency_p50': 5.0257896184921265, 'latency_p90': 5.691484713554382}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-23
win_ratio: 0.5045537340619308
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '\n', '####', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-csfs-v3-3-dpo-lr-86358-v7-mkmlizer
Waiting for job on chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer to finish
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: Downloaded to shared memory in 51.095s
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp06ur9t4i, device:0
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: quantized model in 286.783s
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 337.878s
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v7/nvidia
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v7/nvidia/config.json
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v7/nvidia/special_tokens_map.json
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v7/nvidia/tokenizer_config.json
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v7/nvidia/tokenizer.json
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v7/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-lr-86358-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer completed after 418.09s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-lr-86358-v7-mkmlizer
Pipeline stage MKMLizer completed in 418.63s
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-csfs-v3-3-dpo-lr-86358-v7
Waiting for inference service chaiml-csfs-v3-3-dpo-lr-86358-v7 to be ready
Inference service chaiml-csfs-v3-3-dpo-lr-86358-v7 ready after 150.61738657951355s
Pipeline stage MKMLDeployer completed in 151.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2935872077941895s
Received healthy response to inference request in 1.7441363334655762s
Received healthy response to inference request in 2.073176860809326s
Received healthy response to inference request in 2.0698401927948s
Received healthy response to inference request in 2.217214345932007s
5 requests
0 failed requests
5th percentile: 1.809277105331421
10th percentile: 1.8744178771972657
20th percentile: 2.0046994209289553
30th percentile: 2.070507526397705
40th percentile: 2.0718421936035156
50th percentile: 2.073176860809326
60th percentile: 2.1307918548583986
70th percentile: 2.1884068489074706
80th percentile: 2.232488918304443
90th percentile: 2.2630380630493163
95th percentile: 2.278312635421753
99th percentile: 2.290532293319702
mean time: 2.07959098815918
Pipeline stage StressChecker completed in 11.77s
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 0.67s
Shutdown handler de-registered
chaiml-csfs-v3-3-dpo-lr_86358_v7 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-csfs-v3-3-dpo-lr-86358-v7-profiler
Waiting for inference service chaiml-csfs-v3-3-dpo-lr-86358-v7-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 3088.50s
Shutdown handler de-registered
chaiml-csfs-v3-3-dpo-lr_86358_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-csfs-v3-3-dpo-lr_86358_v7 status is now torndown due to DeploymentManager action