chaiml-2a6f-69d4-linear-w02

developer_uid: zonemercy
submission_id: chaiml-2a6f-69d4-linear-w02_v2
model_name: chaiml-2a6f-69d4-linear-w02_v2
model_group: ChaiML/2a6f-69d4-linear-
status: torndown
timestamp: 2025-10-05T19:21:23+00:00
num_battles: 5593
num_wins: 2859
celo_rating: 1298.15
family_friendly_score: 0.5448
family_friendly_standard_error: 0.007042626782671363
submission_type: basic
model_repo: ChaiML/2a6f-69d4-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': 0.5432219842674124, 'latency_mean': 1.8407628858089446, 'latency_p50': 1.8472087383270264, 'latency_p90': 2.0450706481933594}, {'batch_size': 3, 'throughput': 1.0887228864298089, 'latency_mean': 2.749662103652954, 'latency_p50': 2.7407867908477783, 'latency_p90': 3.018334460258484}, {'batch_size': 5, 'throughput': 1.4065488146797613, 'latency_mean': 3.539993351697922, 'latency_p50': 3.508901000022888, 'latency_p90': 3.9933934211730957}, {'batch_size': 6, 'throughput': 1.5039124149323349, 'latency_mean': 3.978389745950699, 'latency_p50': 3.9707218408584595, 'latency_p90': 4.481555247306823}, {'batch_size': 8, 'throughput': 1.6493016001029681, 'latency_mean': 4.822831194400788, 'latency_p50': 4.8837796449661255, 'latency_p90': 5.445339250564575}, {'batch_size': 10, 'throughput': 1.7038720834984677, 'latency_mean': 5.821855019330979, 'latency_p50': 5.80756676197052, 'latency_p90': 6.724266076087951}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-69d4-linear-w02_v2
is_internal_developer: True
language_model: ChaiML/2a6f-69d4-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-10-05
win_ratio: 0.511174682639013
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': ['You:', '\n', '###', '</s>'], '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-69d4-linear-w02-v2-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w02-v2-mkmlizer to finish
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║                                                                     ║
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chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: Downloaded to shared memory in 48.329s
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w02 already exists in ChaiML
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzopeamfj, device:0
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: quantized model in 284.360s
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w02 in 332.689s
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w02-v2/nvidia
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w02-v2/nvidia/special_tokens_map.json
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w02-v2/nvidia/tokenizer_config.json
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w02-v2/nvidia/tokenizer.json
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w02-v2/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w02-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-2a6f-69d4-linear-w02-v2-mkmlizer completed after 439.84s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w02-v2-mkmlizer
Pipeline stage MKMLizer completed in 440.86s
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-69d4-linear-w02-v2
Waiting for inference service chaiml-2a6f-69d4-linear-w02-v2 to be ready
Inference service chaiml-2a6f-69d4-linear-w02-v2 ready after 40.21124053001404s
Pipeline stage MKMLDeployer completed in 40.64s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.231053113937378s
Received healthy response to inference request in 2.36167573928833s
Received healthy response to inference request in 1.785712480545044s
Received healthy response to inference request in 1.842113733291626s
Received healthy response to inference request in 1.9168994426727295s
5 requests
0 failed requests
5th percentile: 1.7969927310943603
10th percentile: 1.8082729816436767
20th percentile: 1.8308334827423096
30th percentile: 1.8570708751678466
40th percentile: 1.8869851589202882
50th percentile: 1.9168994426727295
60th percentile: 2.042560911178589
70th percentile: 2.168222379684448
80th percentile: 2.257177639007568
90th percentile: 2.309426689147949
95th percentile: 2.33555121421814
99th percentile: 2.356450834274292
mean time: 2.0274909019470213
Pipeline stage StressChecker completed in 11.49s
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 0.87s
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 1.01s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w02_v2 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-2a6f-69d4-linear-w02-v2-profiler
Waiting for inference service chaiml-2a6f-69d4-linear-w02-v2-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 2884.05s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w02_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-69d4-linear-w02_v2 status is now torndown due to DeploymentManager action