developer_uid: zonemercy
submission_id: chaiml-csfs-v3-dpo-lora-_4764_v2
model_name: chaiml-csfs-v3-dpo-lora-_4764_v2
model_group: ChaiML/csfs-v3-dpo-lora-
status: torndown
timestamp: 2025-10-15T00:31:26+00:00
num_battles: 6001
num_wins: 3118
celo_rating: 1282.54
family_friendly_score: 0.49319999999999997
family_friendly_standard_error: 0.007070413849273605
submission_type: basic
model_repo: ChaiML/csfs-v3-dpo-lora-lr1e5b01
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': 0.4682792676603561, 'latency_mean': 2.1353562104701997, 'latency_p50': 2.131912350654602, 'latency_p90': 2.339312958717346}, {'batch_size': 3, 'throughput': 0.8346004061262429, 'latency_mean': 3.5878682839870453, 'latency_p50': 3.591497540473938, 'latency_p90': 4.174505639076233}, {'batch_size': 5, 'throughput': 1.0121880801775223, 'latency_mean': 4.920779048204422, 'latency_p50': 4.927620530128479, 'latency_p90': 5.628681254386902}, {'batch_size': 6, 'throughput': 1.0570985584975436, 'latency_mean': 5.644005807638169, 'latency_p50': 5.648115754127502, 'latency_p90': 6.54315710067749}, {'batch_size': 10, 'throughput': 1.1590052494269045, 'latency_mean': 8.579144625663757, 'latency_p50': 8.561410903930664, 'latency_p90': 9.860581660270691}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-csfs-v3-dpo-lora-_4764_v2
is_internal_developer: True
language_model: ChaiML/csfs-v3-dpo-lora-lr1e5b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-14
win_ratio: 0.5195800699883353
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': ['You:', '\n', '</s>', '####'], '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-dpo-lora-4764-v2-mkmlizer
Waiting for job on chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer to finish
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-dpo-lora-4764-v2-mkmlizer: Downloaded to shared memory in 62.892s
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: Checking if ChaiML/csfs-v3-dpo-lora-lr1e5b01 already exists in ChaiML
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzbue3rwg, device:0
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: quantized model in 288.172s
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: Processed model ChaiML/csfs-v3-dpo-lora-lr1e5b01 in 351.064s
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lora-4764-v2/nvidia
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lora-4764-v2/nvidia/config.json
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lora-4764-v2/nvidia/tokenizer_config.json
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lora-4764-v2/nvidia/special_tokens_map.json
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lora-4764-v2/nvidia/tokenizer.json
chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-dpo-lora-4764-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer completed after 419.07s with status: succeeded
Stopping job with name chaiml-csfs-v3-dpo-lora-4764-v2-mkmlizer
Pipeline stage MKMLizer completed in 419.58s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-csfs-v3-dpo-lora-4764-v2
Waiting for inference service chaiml-csfs-v3-dpo-lora-4764-v2 to be ready
Inference service chaiml-csfs-v3-dpo-lora-4764-v2 ready after 50.278825998306274s
Pipeline stage MKMLDeployer completed in 50.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0287816524505615s
Received healthy response to inference request in 1.7515144348144531s
Received healthy response to inference request in 1.7505946159362793s
Received healthy response to inference request in 1.687734842300415s
Received healthy response to inference request in 1.675098180770874s
5 requests
0 failed requests
5th percentile: 1.6776255130767823
10th percentile: 1.6801528453826904
20th percentile: 1.6852075099945067
30th percentile: 1.7003067970275878
40th percentile: 1.7254507064819335
50th percentile: 1.7505946159362793
60th percentile: 1.7509625434875489
70th percentile: 1.7513304710388184
80th percentile: 1.806967878341675
90th percentile: 1.9178747653961181
95th percentile: 1.9733282089233397
99th percentile: 2.017690963745117
mean time: 1.7787447452545166
Pipeline stage StressChecker completed in 10.66s
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 0.85s
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 0.69s
Shutdown handler de-registered
chaiml-csfs-v3-dpo-lora-_4764_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 0.10s
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-dpo-lora-4764-v2-profiler
Waiting for inference service chaiml-csfs-v3-dpo-lora-4764-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 2843.92s
Shutdown handler de-registered
chaiml-csfs-v3-dpo-lora-_4764_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-csfs-v3-dpo-lora-_4764_v2 status is now torndown due to DeploymentManager action