chaiml-cs-feed-score-v2_14306

developer_uid: zonemercy
submission_id: chaiml-cs-feed-score-v2_14306_v8
model_name: chaiml-cs-feed-score-v2_14306_v8
model_group: ChaiML/cs-feed-score-v2-
status: torndown
timestamp: 2025-10-14T03:25:19+00:00
num_battles: 6823
num_wins: 3521
celo_rating: 1287.99
family_friendly_score: 0.4818
family_friendly_standard_error: 0.0070663818181584265
submission_type: basic
model_repo: ChaiML/cs-feed-score-v2-1-full-lr2e6
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': 0.45883771626240233, 'latency_mean': 2.179300481081009, 'latency_p50': 2.179644227027893, 'latency_p90': 2.3861125469207765}, {'batch_size': 2, 'throughput': 0.6622492830585592, 'latency_mean': 3.0192786979675295, 'latency_p50': 3.037553548812866, 'latency_p90': 3.244991827011108}, {'batch_size': 3, 'throughput': 0.8040368326922387, 'latency_mean': 3.7178310668468475, 'latency_p50': 3.716869354248047, 'latency_p90': 4.298851585388183}, {'batch_size': 4, 'throughput': 0.8991537035484148, 'latency_mean': 4.4273944389820095, 'latency_p50': 4.40225613117218, 'latency_p90': 5.070342803001403}, {'batch_size': 5, 'throughput': 0.9472862277059971, 'latency_mean': 5.2537187230587, 'latency_p50': 5.262098908424377, 'latency_p90': 5.972622990608215}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-cs-feed-score-v2_14306_v8
is_internal_developer: True
language_model: ChaiML/cs-feed-score-v2-1-full-lr2e6
model_size: 24B
ranking_group: single
throughput_3p7s: 0.8
us_pacific_date: 2025-10-13
win_ratio: 0.5160486589476769
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>', '####\n', 'You:', '####', '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': '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-cs-feed-score-v2-14306-v8-mkmlizer
Waiting for job on chaiml-cs-feed-score-v2-14306-v8-mkmlizer to finish
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║                                                                     ║
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chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: Downloaded to shared memory in 50.979s
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: Checking if ChaiML/cs-feed-score-v2-1-full-lr2e6 already exists in ChaiML
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpd8e5_qwe, device:0
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: quantized model in 284.345s
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: Processed model ChaiML/cs-feed-score-v2-1-full-lr2e6 in 335.325s
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v8/nvidia
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v8/nvidia/config.json
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v8/nvidia/special_tokens_map.json
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v8/nvidia/tokenizer_config.json
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v8/nvidia/tokenizer.json
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v8/nvidia/flywheel_model.1.safetensors
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v8/nvidia/flywheel_model.0.safetensors
chaiml-cs-feed-score-v2-14306-v8-mkmlizer: 
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Job chaiml-cs-feed-score-v2-14306-v8-mkmlizer completed after 418.66s with status: succeeded
Stopping job with name chaiml-cs-feed-score-v2-14306-v8-mkmlizer
Pipeline stage MKMLizer completed in 419.43s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cs-feed-score-v2-14306-v8
Waiting for inference service chaiml-cs-feed-score-v2-14306-v8 to be ready
Inference service chaiml-cs-feed-score-v2-14306-v8 ready after 60.290308475494385s
Pipeline stage MKMLDeployer completed in 60.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0364444255828857s
Received healthy response to inference request in 1.735804557800293s
Received healthy response to inference request in 1.7921843528747559s
Received healthy response to inference request in 1.666152000427246s
Received healthy response to inference request in 1.67909836769104s
5 requests
0 failed requests
5th percentile: 1.668741273880005
10th percentile: 1.6713305473327638
20th percentile: 1.6765090942382812
30th percentile: 1.6904396057128905
40th percentile: 1.7131220817565918
50th percentile: 1.735804557800293
60th percentile: 1.758356475830078
70th percentile: 1.7809083938598633
80th percentile: 1.8410363674163819
90th percentile: 1.9387403964996337
95th percentile: 1.9875924110412597
99th percentile: 2.0266740226745608
mean time: 1.7819367408752442
Pipeline stage StressChecker completed in 10.18s
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 0.67s
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-cs-feed-score-v2_14306_v8 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 2936.90s
Shutdown handler de-registered
chaiml-cs-feed-score-v2_14306_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-cs-feed-score-v2_14306_v8 status is now torndown due to DeploymentManager action