chaiml-csfs-v4-dpo-lr5e_33865

developer_uid: zonemercy
submission_id: chaiml-csfs-v4-dpo-lr5e_33865_v2
model_name: chaiml-csfs-v4-dpo-lr5e_33865_v2
model_group: ChaiML/csfs-v4-dpo-lr5e6
status: torndown
timestamp: 2025-10-17T17:11:32+00:00
num_battles: 5440
num_wins: 2939
celo_rating: 1299.28
family_friendly_score: 0.501
family_friendly_standard_error: 0.00707105366971571
submission_type: basic
model_repo: ChaiML/csfs-v4-dpo-lr5e6b01r64-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': 0.46610933669075166, 'latency_mean': 2.1452978360652923, 'latency_p50': 2.151611804962158, 'latency_p90': 2.3471481084823607}, {'batch_size': 3, 'throughput': 0.8381772681142075, 'latency_mean': 3.567082802057266, 'latency_p50': 3.578201651573181, 'latency_p90': 4.029108643531799}, {'batch_size': 5, 'throughput': 1.0022623752169537, 'latency_mean': 4.971273713111877, 'latency_p50': 4.950322270393372, 'latency_p90': 5.6515607833862305}, {'batch_size': 6, 'throughput': 1.0580782649577363, 'latency_mean': 5.639483869075775, 'latency_p50': 5.661190509796143, 'latency_p90': 6.413156986236572}, {'batch_size': 10, 'throughput': 1.160938230948494, 'latency_mean': 8.576081818342209, 'latency_p50': 8.673892736434937, 'latency_p90': 9.93039948940277}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-csfs-v4-dpo-lr5e_33865_v2
is_internal_developer: True
language_model: ChaiML/csfs-v4-dpo-lr5e6b01r64-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-17
win_ratio: 0.5402573529411765
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': ['\n', '</s>', '####', '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-v4-dpo-lr5e-33865-v2-mkmlizer
Waiting for job on chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer to finish
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: quantized model in 285.102s
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: Processed model ChaiML/csfs-v4-dpo-lr5e6b01r64-lora in 332.444s
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v2/nvidia
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v2/nvidia/config.json
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v2/nvidia/special_tokens_map.json
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v2/nvidia/tokenizer_config.json
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v2/nvidia/tokenizer.json
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v4-dpo-lr5e-33865-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer completed after 368.19s with status: succeeded
Stopping job with name chaiml-csfs-v4-dpo-lr5e-33865-v2-mkmlizer
Pipeline stage MKMLizer completed in 368.69s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v4-dpo-lr5e-33865-v2
Waiting for inference service chaiml-csfs-v4-dpo-lr5e-33865-v2 to be ready
Inference service chaiml-csfs-v4-dpo-lr5e-33865-v2 ready after 70.34077787399292s
Pipeline stage MKMLDeployer completed in 70.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2341630458831787s
Received healthy response to inference request in 1.7705535888671875s
Received healthy response to inference request in 1.824948787689209s
Received healthy response to inference request in 1.8775908946990967s
Received healthy response to inference request in 1.8326644897460938s
5 requests
0 failed requests
5th percentile: 1.7814326286315918
10th percentile: 1.792311668395996
20th percentile: 1.8140697479248047
30th percentile: 1.826491928100586
40th percentile: 1.8295782089233399
50th percentile: 1.8326644897460938
60th percentile: 1.850635051727295
70th percentile: 1.868605613708496
80th percentile: 1.9489053249359132
90th percentile: 2.0915341854095457
95th percentile: 2.162848615646362
99th percentile: 2.2199001598358152
mean time: 1.907984161376953
Pipeline stage StressChecker completed in 10.84s
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 0.88s
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 0.63s
Shutdown handler de-registered
chaiml-csfs-v4-dpo-lr5e_33865_v2 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-csfs-v4-dpo-lr5e-33865-v2-profiler
Waiting for inference service chaiml-csfs-v4-dpo-lr5e-33865-v2-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 3197.83s
Shutdown handler de-registered
chaiml-csfs-v4-dpo-lr5e_33865_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-csfs-v4-dpo-lr5e_33865_v2 status is now torndown due to DeploymentManager action