developer_uid: zonemercy
submission_id: chaiml-2a6f-6970-linear-w02_v1
model_name: chaiml-2a6f-6970-linear-w02_v1
model_group: ChaiML/2a6f-6970-linear-
status: torndown
timestamp: 2025-10-05T05:36:16+00:00
num_battles: 5760
num_wins: 2936
celo_rating: 1296.4
family_friendly_score: 0.5307999999999999
family_friendly_standard_error: 0.007057639265363454
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': 0.5448677354157276, 'latency_mean': 1.8352112364768982, 'latency_p50': 1.8383370637893677, 'latency_p90': 2.0142772436141967}, {'batch_size': 3, 'throughput': 1.0893959126859112, 'latency_mean': 2.747097842693329, 'latency_p50': 2.7304733991622925, 'latency_p90': 2.991124415397644}, {'batch_size': 5, 'throughput': 1.3804695437731391, 'latency_mean': 3.6137952876091, 'latency_p50': 3.608121156692505, 'latency_p90': 4.071253490447998}, {'batch_size': 6, 'throughput': 1.4857461683925879, 'latency_mean': 4.011686533689499, 'latency_p50': 4.037150263786316, 'latency_p90': 4.496687579154968}, {'batch_size': 8, 'throughput': 1.6418767124200349, 'latency_mean': 4.842454226016998, 'latency_p50': 4.813613653182983, 'latency_p90': 5.485392904281616}, {'batch_size': 10, 'throughput': 1.706931634881205, 'latency_mean': 5.820017288923264, 'latency_p50': 5.735108137130737, 'latency_p90': 6.765522480010986}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-6970-linear-w02_v1
is_internal_developer: True
language_model: ChaiML/2a6f-6970-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.41
us_pacific_date: 2025-10-04
win_ratio: 0.5097222222222222
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-v1-mkmlizer
Waiting for job on chaiml-2a6f-6970-linear-w02-v1-mkmlizer to finish
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
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chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: Downloaded to shared memory in 48.739s
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: Checking if ChaiML/2a6f-6970-linear-w02 already exists in ChaiML
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpa8tcqxhx, device:0
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: quantized model in 281.827s
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: Processed model ChaiML/2a6f-6970-linear-w02 in 330.567s
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v1/nvidia
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v1/nvidia/config.json
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v1/nvidia/special_tokens_map.json
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v1/nvidia/tokenizer_config.json
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v1/nvidia/tokenizer.json
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v1/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-2a6f-6970-linear-w02-v1-mkmlizer completed after 407.35s with status: succeeded
Stopping job with name chaiml-2a6f-6970-linear-w02-v1-mkmlizer
Pipeline stage MKMLizer completed in 407.86s
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-v1
Waiting for inference service chaiml-2a6f-6970-linear-w02-v1 to be ready
Inference service chaiml-2a6f-6970-linear-w02-v1 ready after 40.18621802330017s
Pipeline stage MKMLDeployer completed in 40.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6204025745391846s
Received healthy response to inference request in 2.0580270290374756s
Received healthy response to inference request in 2.5194828510284424s
Received healthy response to inference request in 1.8693082332611084s
Received healthy response to inference request in 1.7050731182098389s
5 requests
0 failed requests
5th percentile: 1.7379201412200929
10th percentile: 1.7707671642303466
20th percentile: 1.8364612102508544
30th percentile: 1.9070519924163818
40th percentile: 1.9825395107269288
50th percentile: 2.0580270290374756
60th percentile: 2.2426093578338624
70th percentile: 2.4271916866302488
80th percentile: 2.5396667957305907
90th percentile: 2.580034685134888
95th percentile: 2.600218629837036
99th percentile: 2.616365785598755
mean time: 2.15445876121521
Pipeline stage StressChecker completed in 12.41s
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 0.79s
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 0.65s
Shutdown handler de-registered
chaiml-2a6f-6970-linear-w02_v1 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 2727.73s
Shutdown handler de-registered
chaiml-2a6f-6970-linear-w02_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-6970-linear-w02_v1 status is now torndown due to DeploymentManager action