developer_uid: zonemercy
submission_id: chaiml-2a6f-6970-linear-w02_v4
model_name: chaiml-2a6f-6970-linear-w02_v4
model_group: ChaiML/2a6f-6970-linear-
status: torndown
timestamp: 2025-10-14T04:02:25+00:00
num_battles: 5334
num_wins: 2836
celo_rating: 1294.56
family_friendly_score: 0.5362
family_friendly_standard_error: 0.007052511042174979
submission_type: basic
model_repo: ChaiML/2a6f-6970-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5464250385692716, 'latency_mean': 1.8299541187286377, 'latency_p50': 1.8346469402313232, 'latency_p90': 2.0344916343688966}, {'batch_size': 3, 'throughput': 1.1118097147347448, 'latency_mean': 2.6876331889629363, 'latency_p50': 2.681393265724182, 'latency_p90': 2.973996639251709}, {'batch_size': 5, 'throughput': 1.441307036440118, 'latency_mean': 3.456413083076477, 'latency_p50': 3.433703899383545, 'latency_p90': 3.9439313411712646}, {'batch_size': 6, 'throughput': 1.5299355033748372, 'latency_mean': 3.897725828886032, 'latency_p50': 3.8710585832595825, 'latency_p90': 4.421472096443177}, {'batch_size': 8, 'throughput': 1.6965389655207492, 'latency_mean': 4.684034591913223, 'latency_p50': 4.7493191957473755, 'latency_p90': 5.224097418785095}, {'batch_size': 10, 'throughput': 1.7613646726183962, 'latency_mean': 5.645634746551513, 'latency_p50': 5.637517929077148, 'latency_p90': 6.444365787506103}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-6970-linear-w02_v4
is_internal_developer: True
language_model: ChaiML/2a6f-6970-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-10-13
win_ratio: 0.5316835395575553
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['</s>', '###', '\n', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
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-2a6f-6970-linear-w02-v4-mkmlizer
Waiting for job on chaiml-2a6f-6970-linear-w02-v4-mkmlizer to finish
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-2a6f-6970-linear-w02-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║                                                                     ║
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chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v4-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-2a6f-6970-linear-w02-v4-mkmlizer: Downloaded to shared memory in 55.359s
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: Checking if ChaiML/2a6f-6970-linear-w02 already exists in ChaiML
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpru_kyguc, device:0
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: quantized model in 281.425s
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: Processed model ChaiML/2a6f-6970-linear-w02 in 336.785s
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v4/nvidia
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v4/nvidia/tokenizer_config.json
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v4/nvidia/config.json
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v4/nvidia/special_tokens_map.json
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v4/nvidia/tokenizer.json
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v4/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-6970-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-2a6f-6970-linear-w02-v4-mkmlizer completed after 448.33s with status: succeeded
Stopping job with name chaiml-2a6f-6970-linear-w02-v4-mkmlizer
Pipeline stage MKMLizer completed in 449.11s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-6970-linear-w02-v4
Waiting for inference service chaiml-2a6f-6970-linear-w02-v4 to be ready
Inference service chaiml-2a6f-6970-linear-w02-v4 ready after 50.256030559539795s
Pipeline stage MKMLDeployer completed in 50.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5660152435302734s
Received healthy response to inference request in 1.7512474060058594s
Received healthy response to inference request in 1.7243125438690186s
Received healthy response to inference request in 1.6664493083953857s
Received healthy response to inference request in 2.103632688522339s
5 requests
0 failed requests
5th percentile: 1.6780219554901123
10th percentile: 1.689594602584839
20th percentile: 1.712739896774292
30th percentile: 1.7296995162963866
40th percentile: 1.740473461151123
50th percentile: 1.7512474060058594
60th percentile: 1.8922015190124513
70th percentile: 2.0331556320190427
80th percentile: 2.1961091995239257
90th percentile: 2.3810622215271
95th percentile: 2.4735387325286866
99th percentile: 2.547519941329956
mean time: 1.962331438064575
Pipeline stage StressChecker completed in 11.25s
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 0.74s
Shutdown handler de-registered
chaiml-2a6f-6970-linear-w02_v4 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 2632.44s
Shutdown handler de-registered
chaiml-2a6f-6970-linear-w02_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-6970-linear-w02_v4 status is now torndown due to DeploymentManager action