developer_uid: zonemercy
submission_id: chaiml-2a6f-6970-linear-w02_v2
model_name: chaiml-2a6f-6970-linear-w02_v2
model_group: ChaiML/2a6f-6970-linear-
status: torndown
timestamp: 2025-10-05T17:44:56+00:00
num_battles: 6160
num_wins: 3146
celo_rating: 1305.68
family_friendly_score: 0.5352
family_friendly_standard_error: 0.007053523374881521
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': 0.5443159001063453, 'latency_mean': 1.8370711016654968, 'latency_p50': 1.8335347175598145, 'latency_p90': 2.0425673007965086}, {'batch_size': 3, 'throughput': 1.106519481890838, 'latency_mean': 2.704020985364914, 'latency_p50': 2.7019805908203125, 'latency_p90': 2.9552739381790163}, {'batch_size': 5, 'throughput': 1.4232620733842767, 'latency_mean': 3.4956625080108643, 'latency_p50': 3.4575167894363403, 'latency_p90': 3.9552172660827636}, {'batch_size': 6, 'throughput': 1.5120909933045432, 'latency_mean': 3.9470900785923004, 'latency_p50': 3.9720497131347656, 'latency_p90': 4.499144673347473}, {'batch_size': 8, 'throughput': 1.669119030619188, 'latency_mean': 4.768275269269943, 'latency_p50': 4.785491704940796, 'latency_p90': 5.405249118804932}, {'batch_size': 10, 'throughput': 1.73913635515523, 'latency_mean': 5.70548792719841, 'latency_p50': 5.7301881313323975, 'latency_p90': 6.657550930976868}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-6970-linear-w02_v2
is_internal_developer: True
language_model: ChaiML/2a6f-6970-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-10-05
win_ratio: 0.5107142857142857
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-6970-linear-w02-v2-mkmlizer
Waiting for job on chaiml-2a6f-6970-linear-w02-v2-mkmlizer to finish
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
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chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: Downloaded to shared memory in 45.447s
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: Checking if ChaiML/2a6f-6970-linear-w02 already exists in ChaiML
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprfibddcu, device:0
chaiml-2a6f-6970-linear-w02-v2-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-2a6f-6970-linear-w02-v2-mkmlizer: quantized model in 277.934s
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: Processed model ChaiML/2a6f-6970-linear-w02 in 323.381s
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v2/nvidia
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v2/nvidia/config.json
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v2/nvidia/special_tokens_map.json
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v2/nvidia/tokenizer_config.json
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v2/nvidia/tokenizer.json
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v2/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w02-v2/nvidia/flywheel_model.0.safetensors
chaiml-2a6f-6970-linear-w02-v2-mkmlizer: 
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Job chaiml-2a6f-6970-linear-w02-v2-mkmlizer completed after 461.47s with status: succeeded
Stopping job with name chaiml-2a6f-6970-linear-w02-v2-mkmlizer
Pipeline stage MKMLizer completed in 462.06s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.55s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-6970-linear-w02-v2
Waiting for inference service chaiml-2a6f-6970-linear-w02-v2 to be ready
Inference service chaiml-2a6f-6970-linear-w02-v2 ready after 70.51807522773743s
Pipeline stage MKMLDeployer completed in 71.33s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3293604850769043s
Received healthy response to inference request in 2.616205930709839s
Received healthy response to inference request in 2.316474437713623s
Received healthy response to inference request in 2.095414400100708s
Received healthy response to inference request in 1.8688108921051025s
5 requests
0 failed requests
5th percentile: 1.9141315937042236
10th percentile: 1.9594522953033446
20th percentile: 2.0500936985015867
30th percentile: 2.139626407623291
40th percentile: 2.228050422668457
50th percentile: 2.316474437713623
60th percentile: 2.3216288566589354
70th percentile: 2.326783275604248
80th percentile: 2.3867295742034913
90th percentile: 2.501467752456665
95th percentile: 2.558836841583252
99th percentile: 2.6047321128845216
mean time: 2.2452532291412353
Pipeline stage StressChecker completed in 13.70s
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 0.98s
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 0.95s
Shutdown handler de-registered
chaiml-2a6f-6970-linear-w02_v2 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 2965.22s
Shutdown handler de-registered
chaiml-2a6f-6970-linear-w02_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-6970-linear-w02_v2 status is now torndown due to DeploymentManager action