developer_uid: zonemercy
submission_id: chaiml-csfs-v3-2-dpo-lr_48053_v3
model_name: test
model_group: ChaiML/csfs-v3-2-dpo-lr5
status: torndown
timestamp: 2025-11-07T00:51:19+00:00
num_battles: 6138
num_wins: 3176
celo_rating: 1308.92
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
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': 0.4676487940546795, 'latency_mean': 2.138254723548889, 'latency_p50': 2.142987370491028, 'latency_p90': 2.3420167207717895}, {'batch_size': 3, 'throughput': 0.8458811457373464, 'latency_mean': 3.5439872801303864, 'latency_p50': 3.53347909450531, 'latency_p90': 3.877875733375549}, {'batch_size': 5, 'throughput': 1.0137754471929985, 'latency_mean': 4.914458422660828, 'latency_p50': 4.915881156921387, 'latency_p90': 5.628676986694336}, {'batch_size': 6, 'throughput': 1.0698941886931144, 'latency_mean': 5.592158708572388, 'latency_p50': 5.596556901931763, 'latency_p90': 6.442179751396179}, {'batch_size': 10, 'throughput': 1.1686367153829564, 'latency_mean': 8.510296483039856, 'latency_p50': 8.513080477714539, 'latency_p90': 9.707333898544311}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v3-2-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
throughput_3p7s: 0.87
us_pacific_date: 2025-11-03
win_ratio: 0.5174323884001303
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>', '####', 'You:', '\n'], '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-v3-mkmlizer
Waiting for job on chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer to finish
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: Downloaded to shared memory in 55.482s
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: Checking if ChaiML/csfs-v3-2-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4_m613yl, device:0
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: quantized model in 283.091s
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: Processed model ChaiML/csfs-v3-2-dpo-lr5e6b01-lora in 338.573s
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v3/nvidia
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v3/nvidia/config.json
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v3/nvidia/special_tokens_map.json
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v3/nvidia/tokenizer_config.json
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v3/nvidia/tokenizer.json
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v3/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-2-dpo-lr-48053-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer completed after 429.51s with status: succeeded
Stopping job with name chaiml-csfs-v3-2-dpo-lr-48053-v3-mkmlizer
Pipeline stage MKMLizer completed in 430.07s
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-v3
Waiting for inference service chaiml-csfs-v3-2-dpo-lr-48053-v3 to be ready
Inference service chaiml-csfs-v3-2-dpo-lr-48053-v3 ready after 140.8090991973877s
Pipeline stage MKMLDeployer completed in 141.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.109994649887085s
Received healthy response to inference request in 1.7526366710662842s
Received healthy response to inference request in 2.135334014892578s
Received healthy response to inference request in 1.764970302581787s
Received healthy response to inference request in 1.6681838035583496s
5 requests
0 failed requests
5th percentile: 1.6850743770599366
10th percentile: 1.7019649505615235
20th percentile: 1.7357460975646972
30th percentile: 1.7551033973693848
40th percentile: 1.7600368499755858
50th percentile: 1.764970302581787
60th percentile: 1.9029800415039062
70th percentile: 2.0409897804260253
80th percentile: 2.1150625228881834
90th percentile: 2.1251982688903808
95th percentile: 2.1302661418914797
99th percentile: 2.1343204402923583
mean time: 1.8862238883972169
Pipeline stage StressChecker completed in 10.96s
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 0.78s
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 1.49s
Shutdown handler de-registered
chaiml-csfs-v3-2-dpo-lr_48053_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4839.88s
Shutdown handler de-registered
chaiml-csfs-v3-2-dpo-lr_48053_v3 status is now torndown due to DeploymentManager action