developer_uid: zonemercy
submission_id: chaiml-cs-feed-score-v2_14306_v7
model_name: chaiml-cs-feed-score-v2_14306_v7
model_group: ChaiML/cs-feed-score-v2-
status: torndown
timestamp: 2025-10-13T20:20:29+00:00
num_battles: 6125
num_wins: 3140
celo_rating: 1280.69
family_friendly_score: 0.488
family_friendly_standard_error: 0.007069031050999847
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': 0.4646934678299397, 'latency_mean': 2.151853538751602, 'latency_p50': 2.1458756923675537, 'latency_p90': 2.3625542640686037}, {'batch_size': 2, 'throughput': 0.6865336119320727, 'latency_mean': 2.909192135334015, 'latency_p50': 2.9106935262680054, 'latency_p90': 3.152943229675293}, {'batch_size': 3, 'throughput': 0.8278595090968524, 'latency_mean': 3.6146644258499148, 'latency_p50': 3.6307437419891357, 'latency_p90': 4.173271036148071}, {'batch_size': 4, 'throughput': 0.9296480195328254, 'latency_mean': 4.278829091787339, 'latency_p50': 4.290775418281555, 'latency_p90': 4.924456906318665}, {'batch_size': 5, 'throughput': 0.9937394674642154, 'latency_mean': 5.012175126075745, 'latency_p50': 5.00603711605072, 'latency_p90': 5.6812612295150755}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-cs-feed-score-v2_14306_v7
is_internal_developer: True
language_model: ChaiML/cs-feed-score-v2-1-full-lr2e6
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-10-13
win_ratio: 0.5126530612244898
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', '####\n', 'You:', '####'], '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-v7-mkmlizer
Waiting for job on chaiml-cs-feed-score-v2-14306-v7-mkmlizer to finish
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ║                                                                     ║
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: Downloaded to shared memory in 49.266s
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: Checking if ChaiML/cs-feed-score-v2-1-full-lr2e6 already exists in ChaiML
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpws0jidxl, device:0
chaiml-cs-feed-score-v2-14306-v7-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', '')
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: quantized model in 283.706s
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: Processed model ChaiML/cs-feed-score-v2-1-full-lr2e6 in 332.973s
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v7/nvidia
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v7/nvidia/tokenizer.json
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-cs-feed-score-v2-14306-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v7/nvidia/flywheel_model.0.safetensors
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cs-feed-score-v2-14306-v7/nvidia/flywheel_model.1.safetensors
chaiml-cs-feed-score-v2-14306-v7-mkmlizer: 
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Job chaiml-cs-feed-score-v2-14306-v7-mkmlizer completed after 399.31s with status: succeeded
Stopping job with name chaiml-cs-feed-score-v2-14306-v7-mkmlizer
Pipeline stage MKMLizer completed in 399.82s
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-cs-feed-score-v2-14306-v7
Waiting for inference service chaiml-cs-feed-score-v2-14306-v7 to be ready
Inference service chaiml-cs-feed-score-v2-14306-v7 ready after 60.37389898300171s
Pipeline stage MKMLDeployer completed in 60.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.353705883026123s
Received healthy response to inference request in 2.3933095932006836s
Received healthy response to inference request in 1.8718476295471191s
Received healthy response to inference request in 1.7351648807525635s
Received healthy response to inference request in 2.364868402481079s
5 requests
0 failed requests
5th percentile: 1.7625014305114746
10th percentile: 1.7898379802703857
20th percentile: 1.844511079788208
30th percentile: 1.96821928024292
40th percentile: 2.1609625816345215
50th percentile: 2.353705883026123
60th percentile: 2.3581708908081054
70th percentile: 2.3626358985900877
80th percentile: 2.370556640625
90th percentile: 2.3819331169128417
95th percentile: 2.387621355056763
99th percentile: 2.3921719455718993
mean time: 2.1437792778015137
Pipeline stage StressChecker completed in 11.98s
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 0.70s
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 0.70s
Shutdown handler de-registered
chaiml-cs-feed-score-v2_14306_v7 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cs-feed-score-v2-14306-v7-profiler
Waiting for inference service chaiml-cs-feed-score-v2-14306-v7-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 2943.43s
Shutdown handler de-registered
chaiml-cs-feed-score-v2_14306_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-cs-feed-score-v2_14306_v7 status is now torndown due to DeploymentManager action