developer_uid: zonemercy
submission_id: chaiml-02f4-6970-linear-w02_v1
model_name: chaiml-02f4-6970-linear-w02_v1
model_group: ChaiML/02f4-6970-linear-
status: torndown
timestamp: 2025-10-06T07:32:32+00:00
num_battles: 5749
num_wins: 2931
celo_rating: 1296.56
family_friendly_score: 0.5254
family_friendly_standard_error: 0.007061937977637583
submission_type: basic
model_repo: ChaiML/02f4-6970-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': 0.545337303477343, 'latency_mean': 1.8336011862754822, 'latency_p50': 1.8279988765716553, 'latency_p90': 2.0429409742355347}, {'batch_size': 3, 'throughput': 1.10358653019078, 'latency_mean': 2.7129260540008544, 'latency_p50': 2.721221923828125, 'latency_p90': 2.9964876413345336}, {'batch_size': 5, 'throughput': 1.4188605064098196, 'latency_mean': 3.503323662281036, 'latency_p50': 3.493067741394043, 'latency_p90': 4.022840976715088}, {'batch_size': 6, 'throughput': 1.5081241368466862, 'latency_mean': 3.9665820527076723, 'latency_p50': 3.945661783218384, 'latency_p90': 4.449919080734253}, {'batch_size': 8, 'throughput': 1.6557266261558992, 'latency_mean': 4.792062976360321, 'latency_p50': 4.82789421081543, 'latency_p90': 5.469262933731079}, {'batch_size': 10, 'throughput': 1.7270766884792295, 'latency_mean': 5.737278234958649, 'latency_p50': 5.741577506065369, 'latency_p90': 6.600066733360291}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-02f4-6970-linear-w02_v1
is_internal_developer: True
language_model: ChaiML/02f4-6970-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-10-06
win_ratio: 0.5098277961384589
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['###', '<|im_start|>', '<|im_end|>', '</s>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-02f4-6970-linear-w02-v1-mkmlizer
Waiting for job on chaiml-02f4-6970-linear-w02-v1-mkmlizer to finish
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
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chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-02f4-6970-linear-w02-v1-mkmlizer: Downloaded to shared memory in 52.699s
chaiml-02f4-6970-linear-w02-v1-mkmlizer: Checking if ChaiML/02f4-6970-linear-w02 already exists in ChaiML
chaiml-02f4-6970-linear-w02-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfsgiuogj, device:0
chaiml-02f4-6970-linear-w02-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-02f4-6970-linear-w02-v1-mkmlizer: quantized model in 283.351s
chaiml-02f4-6970-linear-w02-v1-mkmlizer: Processed model ChaiML/02f4-6970-linear-w02 in 336.050s
chaiml-02f4-6970-linear-w02-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-6970-linear-w02-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-02f4-6970-linear-w02-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v1/nvidia
chaiml-02f4-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v1/nvidia/config.json
chaiml-02f4-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v1/nvidia/special_tokens_map.json
chaiml-02f4-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v1/nvidia/tokenizer_config.json
chaiml-02f4-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v1/nvidia/tokenizer.json
chaiml-02f4-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v1/nvidia/flywheel_model.1.safetensors
chaiml-02f4-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-02f4-6970-linear-w02-v1-mkmlizer completed after 458.07s with status: succeeded
Stopping job with name chaiml-02f4-6970-linear-w02-v1-mkmlizer
Pipeline stage MKMLizer completed in 458.51s
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-02f4-6970-linear-w02-v1
Waiting for inference service chaiml-02f4-6970-linear-w02-v1 to be ready
Inference service chaiml-02f4-6970-linear-w02-v1 ready after 60.24419140815735s
Pipeline stage MKMLDeployer completed in 60.68s
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 2.3259310722351074s
Received healthy response to inference request in 1.9738125801086426s
Received healthy response to inference request in 1.703460693359375s
Received healthy response to inference request in 1.7227082252502441s
5 requests
1 failed requests
5th percentile: 1.7073101997375488
10th percentile: 1.7111597061157227
20th percentile: 1.7188587188720703
30th percentile: 1.7729290962219237
40th percentile: 1.8733708381652832
50th percentile: 1.9738125801086426
60th percentile: 2.1146599769592287
70th percentile: 2.2555073738098144
80th percentile: 5.891888952255252
90th percentile: 13.023804712295533
95th percentile: 16.589762592315672
99th percentile: 19.442528896331787
mean time: 5.576326608657837
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9016857147216797s
Received healthy response to inference request in 2.220618724822998s
Received healthy response to inference request in 1.973015546798706s
Received healthy response to inference request in 2.454357862472534s
Received healthy response to inference request in 2.0538830757141113s
5 requests
0 failed requests
5th percentile: 1.915951681137085
10th percentile: 1.9302176475524901
20th percentile: 1.9587495803833008
30th percentile: 1.989189052581787
40th percentile: 2.0215360641479494
50th percentile: 2.0538830757141113
60th percentile: 2.120577335357666
70th percentile: 2.1872715950012207
80th percentile: 2.267366552352905
90th percentile: 2.36086220741272
95th percentile: 2.407610034942627
99th percentile: 2.4450082969665528
mean time: 2.1207121849060058
Pipeline stage StressChecker completed in 41.66s
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 0.65s
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 0.61s
Shutdown handler de-registered
chaiml-02f4-6970-linear-w02_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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 2902.05s
Shutdown handler de-registered
chaiml-02f4-6970-linear-w02_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-02f4-6970-linear-w02_v1 status is now torndown due to DeploymentManager action