chaiml-csfs-v6-dpo

developer_uid: zonemercy
submission_id: chaiml-csfs-v6-dpo_v2
model_name: test
model_group: ChaiML/csfs-v6-dpo
status: protected
timestamp: 2025-11-25T00:25:01+00:00
num_battles: 5757
num_wins: 2997
celo_rating: 1335.27
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v6-dpo
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': 0.4660563494046198, 'latency_mean': 2.1455613279342653, 'latency_p50': 2.1346001625061035, 'latency_p90': 2.3725066661834715}, {'batch_size': 2, 'throughput': 0.6758401128270188, 'latency_mean': 2.957840688228607, 'latency_p50': 2.960888385772705, 'latency_p90': 3.2059668064117433}, {'batch_size': 3, 'throughput': 0.8157299992950301, 'latency_mean': 3.6729008138179777, 'latency_p50': 3.6581770181655884, 'latency_p90': 4.15855050086975}, {'batch_size': 4, 'throughput': 0.9039129110836666, 'latency_mean': 4.4030055022239685, 'latency_p50': 4.39858090877533, 'latency_p90': 5.064147233963013}, {'batch_size': 5, 'throughput': 0.9626022387089224, 'latency_mean': 5.1764957094192505, 'latency_p50': 5.15348744392395, 'latency_p90': 5.941358828544616}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/csfs-v6-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-11-24
win_ratio: 0.5205836373110996
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', 'You:', '</s>', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-v6-dpo-v2-mkmlizer
Waiting for job on chaiml-csfs-v6-dpo-v2-mkmlizer to finish
chaiml-csfs-v6-dpo-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v6-dpo-v2-mkmlizer: ║                                                                     ║
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chaiml-csfs-v6-dpo-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ║                                                                     ║
chaiml-csfs-v6-dpo-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v6-dpo-v2-mkmlizer: Downloaded to shared memory in 52.076s
chaiml-csfs-v6-dpo-v2-mkmlizer: Checking if ChaiML/csfs-v6-dpo already exists in ChaiML
chaiml-csfs-v6-dpo-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp860m1ldd, device:0
chaiml-csfs-v6-dpo-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v6-dpo-v2-mkmlizer: quantized model in 284.922s
chaiml-csfs-v6-dpo-v2-mkmlizer: Processed model ChaiML/csfs-v6-dpo in 336.998s
chaiml-csfs-v6-dpo-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v6-dpo-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v6-dpo-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-v2/nvidia
chaiml-csfs-v6-dpo-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-v2/nvidia/config.json
chaiml-csfs-v6-dpo-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-v2/nvidia/special_tokens_map.json
chaiml-csfs-v6-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-v2/nvidia/tokenizer_config.json
chaiml-csfs-v6-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-v2/nvidia/tokenizer.json
chaiml-csfs-v6-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-v2/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v6-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v6-dpo-v2/nvidia/flywheel_model.0.safetensors
chaiml-csfs-v6-dpo-v2-mkmlizer: 
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Job chaiml-csfs-v6-dpo-v2-mkmlizer completed after 399.71s with status: succeeded
Stopping job with name chaiml-csfs-v6-dpo-v2-mkmlizer
Pipeline stage MKMLizer completed in 400.20s
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-v6-dpo-v2
Waiting for inference service chaiml-csfs-v6-dpo-v2 to be ready
Inference service chaiml-csfs-v6-dpo-v2 ready after 151.12149262428284s
Pipeline stage MKMLDeployer completed in 151.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.046363592147827s
Received healthy response to inference request in 1.7296726703643799s
Received healthy response to inference request in 2.002013921737671s
Received healthy response to inference request in 1.8873250484466553s
Received healthy response to inference request in 2.304971218109131s
5 requests
0 failed requests
5th percentile: 1.761203145980835
10th percentile: 1.79273362159729
20th percentile: 1.8557945728302
30th percentile: 1.9102628231048584
40th percentile: 1.9561383724212646
50th percentile: 2.002013921737671
60th percentile: 2.0197537899017335
70th percentile: 2.037493658065796
80th percentile: 2.098085117340088
90th percentile: 2.2015281677246095
95th percentile: 2.25324969291687
99th percentile: 2.2946269130706787
mean time: 1.9940692901611328
Pipeline stage StressChecker completed in 11.33s
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 0.64s
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 0.64s
Shutdown handler de-registered
chaiml-csfs-v6-dpo_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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5106.84s
Shutdown handler de-registered
chaiml-csfs-v6-dpo_v2 status is now protected due to ABTestQueueItem
chaiml-csfs-v6-dpo_v2 status is now protected due to ABTestQueueItem
chaiml-csfs-v6-dpo_v2 status is now protected due to ABTestQueueItem
chaiml-csfs-v6-dpo_v2 status is now protected due to ABTestQueueItem
chaiml-csfs-v6-dpo_v2 status is now protected due to ABTestQueueItem