developer_uid: richhx
submission_id: chaiml-marco-guevarra25_12058_v3
model_name: chaiml-marco-guevarra25_12058_v3
model_group: ChaiML/Marco-Guevarra250
status: torndown
timestamp: 2025-07-22T15:09:30+00:00
num_battles: 5504
num_wins: 2286
celo_rating: 1214.41
family_friendly_score: 0.5294
family_friendly_standard_error: 0.0070588333313657435
submission_type: basic
model_repo: ChaiML/Marco-Guevarra250708211318_sft
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 512
max_output_tokens: 48
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.8013530497940389, 'latency_mean': 1.2477666640281677, 'latency_p50': 1.2439967393875122, 'latency_p90': 1.4334772109985352}, {'batch_size': 4, 'throughput': 1.8984830529249501, 'latency_mean': 2.09244922041893, 'latency_p50': 2.089445948600769, 'latency_p90': 2.3890101432800295}, {'batch_size': 5, 'throughput': 2.0878325107044806, 'latency_mean': 2.379219437837601, 'latency_p50': 2.4265079498291016, 'latency_p90': 2.689421796798706}, {'batch_size': 8, 'throughput': 2.5544290170070103, 'latency_mean': 3.105988664627075, 'latency_p50': 3.1028417348861694, 'latency_p90': 3.6021707534790037}, {'batch_size': 10, 'throughput': 2.684791489410486, 'latency_mean': 3.685533924102783, 'latency_p50': 3.6916303634643555, 'latency_p90': 4.32788450717926}, {'batch_size': 12, 'throughput': 2.7863077633589604, 'latency_mean': 4.244724172353744, 'latency_p50': 4.246983528137207, 'latency_p90': 4.935650086402893}, {'batch_size': 15, 'throughput': 2.8985416306074097, 'latency_mean': 5.0847191858291625, 'latency_p50': 5.08971905708313, 'latency_p90': 5.930429148674011}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-marco-guevarra25_12058_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/Marco-Guevarra250708211318_sft
model_size: 24B
ranking_group: single
throughput_3p7s: 2.72
us_pacific_date: 2025-07-22
win_ratio: 0.4153343023255814
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####\n', 'You:', '####'], 'max_input_tokens': 512, 'best_of': 8, 'max_output_tokens': 48}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {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-marco-guevarra25-12058-v3-mkmlizer
Waiting for job on chaiml-marco-guevarra25-12058-v3-mkmlizer to finish
chaiml-marco-guevarra25-12058-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║                                                                     ║
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chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║                                                                     ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║                                                                     ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║                                                                     ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ║                                                                     ║
chaiml-marco-guevarra25-12058-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-marco-guevarra25-12058-v3-mkmlizer: Downloaded to shared memory in 78.437s
chaiml-marco-guevarra25-12058-v3-mkmlizer: Checking if ChaiML/Marco-Guevarra250708211318_sft already exists in ChaiML
chaiml-marco-guevarra25-12058-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpr48qbmbx, device:0
chaiml-marco-guevarra25-12058-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-marco-guevarra25-12058-v3-mkmlizer: quantized model in 321.054s
chaiml-marco-guevarra25-12058-v3-mkmlizer: Processed model ChaiML/Marco-Guevarra250708211318_sft in 399.491s
chaiml-marco-guevarra25-12058-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-marco-guevarra25-12058-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-marco-guevarra25-12058-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-marco-guevarra25-12058-v3/nvidia
chaiml-marco-guevarra25-12058-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-marco-guevarra25-12058-v3/nvidia/tokenizer.json
chaiml-marco-guevarra25-12058-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-marco-guevarra25-12058-v3/nvidia/flywheel_model.1.safetensors
chaiml-marco-guevarra25-12058-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-marco-guevarra25-12058-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-marco-guevarra25-12058-v3-mkmlizer completed after 429.47s with status: succeeded
Stopping job with name chaiml-marco-guevarra25-12058-v3-mkmlizer
Pipeline stage MKMLizer completed in 430.07s
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-marco-guevarra25-12058-v3
Waiting for inference service chaiml-marco-guevarra25-12058-v3 to be ready
Failed to get response for submission chaiml-llama-8b-nis-retu_8225_v2: HTTPConnectionPool(host='chaiml-llama-8b-nis-retu-8225-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama-8b-nis-retu_8225_v2: HTTPConnectionPool(host='chaiml-llama-8b-nis-retu-8225-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission blend_nilem_2025-06-20: HTTPConnectionPool(host='guanaco-model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama-8b-nis-retu_8225_v2: HTTPConnectionPool(host='chaiml-llama-8b-nis-retu-8225-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-marco-guevarra25-12058-v3 ready after 322.71848011016846s
Pipeline stage MKMLDeployer completed in 323.89s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.831653118133545s
Received healthy response to inference request in 2.04164981842041s
Received healthy response to inference request in 2.0746309757232666s
Received healthy response to inference request in 1.7011818885803223s
5 requests
1 failed requests
5th percentile: 1.7692754745483399
10th percentile: 1.8373690605163575
20th percentile: 1.9735562324523925
30th percentile: 2.0482460498809814
40th percentile: 2.061438512802124
50th percentile: 2.0746309757232666
60th percentile: 2.377439832687378
70th percentile: 2.680248689651489
80th percentile: 6.327824687957767
90th percentile: 13.320167827606202
95th percentile: 16.81633939743042
99th percentile: 19.613276653289795
mean time: 5.792325353622436
%s, retrying in %s seconds...
Received healthy response to inference request in 1.3931045532226562s
Received healthy response to inference request in 1.4669544696807861s
Received healthy response to inference request in 1.5922553539276123s
Received healthy response to inference request in 1.3319098949432373s
Received healthy response to inference request in 1.613828420639038s
5 requests
0 failed requests
5th percentile: 1.344148826599121
10th percentile: 1.3563877582550048
20th percentile: 1.3808656215667725
30th percentile: 1.4078745365142822
40th percentile: 1.4374145030975343
50th percentile: 1.4669544696807861
60th percentile: 1.5170748233795166
70th percentile: 1.567195177078247
80th percentile: 1.5965699672698974
90th percentile: 1.6051991939544679
95th percentile: 1.609513807296753
99th percentile: 1.612965497970581
mean time: 1.479610538482666
Pipeline stage StressChecker completed in 39.36s
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 0.71s
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 0.72s
Shutdown handler de-registered
chaiml-marco-guevarra25_12058_v3 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 2471.13s
Shutdown handler de-registered
chaiml-marco-guevarra25_12058_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-marco-guevarra25_12058_v3 status is now torndown due to DeploymentManager action