developer_uid: zonemercy
submission_id: chaiml-csfs-v3-2-dpo-lr_48053_v2
model_name: chaiml-csfs-v3-2-dpo-lr_48053_v2
model_group: ChaiML/csfs-v3-2-dpo-lr5
status: torndown
timestamp: 2025-10-16T00:12:45+00:00
num_battles: 5540
num_wins: 2903
celo_rating: 1286.84
family_friendly_score: 0.5044
family_friendly_standard_error: 0.007070794014818986
submission_type: basic
model_repo: ChaiML/csfs-v3-2-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': 0.46276910244375324, 'latency_mean': 2.1607849633693696, 'latency_p50': 2.166677713394165, 'latency_p90': 2.360151982307434}, {'batch_size': 2, 'throughput': 0.6787585403723121, 'latency_mean': 2.9459554958343506, 'latency_p50': 2.957710385322571, 'latency_p90': 3.1946170806884764}, {'batch_size': 3, 'throughput': 0.8143830902381028, 'latency_mean': 3.672067453861237, 'latency_p50': 3.6634628772735596, 'latency_p90': 3.9784412145614625}, {'batch_size': 4, 'throughput': 0.915388323897511, 'latency_mean': 4.364062067270279, 'latency_p50': 4.337694764137268, 'latency_p90': 4.999695730209351}, {'batch_size': 5, 'throughput': 0.9721183791200584, 'latency_mean': 5.127041714191437, 'latency_p50': 5.130571365356445, 'latency_p90': 5.882085943222046}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-csfs-v3-2-dpo-lr_48053_v2
is_internal_developer: True
language_model: ChaiML/csfs-v3-2-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-10-15
win_ratio: 0.5240072202166065
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-v3-2-dpo-lr-48053-v2-mkmlizer
Waiting for job on chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer to finish
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: Downloaded to shared memory in 53.530s
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: Checking if ChaiML/csfs-v3-2-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbz5nd3t3, device:0
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: quantized model in 285.633s
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: Processed model ChaiML/csfs-v3-2-dpo-lr5e6b01-lora in 339.164s
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v2/nvidia
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v2/nvidia/config.json
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v2/nvidia/special_tokens_map.json
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v2/nvidia/tokenizer_config.json
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v2/nvidia/tokenizer.json
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer completed after 459.17s with status: succeeded
Stopping job with name chaiml-csfs-v3-2-dpo-lr-48053-v2-mkmlizer
Pipeline stage MKMLizer completed in 459.73s
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-v3-2-dpo-lr-48053-v2
Waiting for inference service chaiml-csfs-v3-2-dpo-lr-48053-v2 to be ready
Inference service chaiml-csfs-v3-2-dpo-lr-48053-v2 ready after 60.485342502593994s
Pipeline stage MKMLDeployer completed in 61.04s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.102540969848633s
Received healthy response to inference request in 1.7295763492584229s
Received healthy response to inference request in 1.7595674991607666s
Received healthy response to inference request in 2.0094149112701416s
Received healthy response to inference request in 1.9336190223693848s
5 requests
0 failed requests
5th percentile: 1.7355745792388917
10th percentile: 1.7415728092193603
20th percentile: 1.7535692691802978
30th percentile: 1.7943778038024902
40th percentile: 1.8639984130859375
50th percentile: 1.9336190223693848
60th percentile: 1.9639373779296876
70th percentile: 1.9942557334899902
80th percentile: 2.02804012298584
90th percentile: 2.0652905464172364
95th percentile: 2.0839157581329344
99th percentile: 2.098815927505493
mean time: 1.9069437503814697
Pipeline stage StressChecker completed in 10.93s
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 0.79s
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 0.75s
Shutdown handler de-registered
chaiml-csfs-v3-2-dpo-lr_48053_v2 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 2734.21s
Shutdown handler de-registered
chaiml-csfs-v3-2-dpo-lr_48053_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-csfs-v3-2-dpo-lr_48053_v2 status is now torndown due to DeploymentManager action