developer_uid: zonemercy
submission_id: chaiml-2a6f-69d4-linear-w01_v4
model_name: chaiml-2a6f-69d4-linear-w01_v4
model_group: ChaiML/2a6f-69d4-linear-
status: torndown
timestamp: 2026-03-11T17:52:43+00:00
num_battles: 5586
num_wins: 2944
celo_rating: 1296.74
family_friendly_score: 0.5372
family_friendly_standard_error: 0.007051470201312631
submission_type: basic
model_repo: ChaiML/2a6f-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 7
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5182541624277994, 'latency_mean': 1.9294559228420258, 'latency_p50': 1.9298659563064575, 'latency_p90': 2.147384190559387}, {'batch_size': 3, 'throughput': 1.0101173294243293, 'latency_mean': 2.959304367303848, 'latency_p50': 2.9674222469329834, 'latency_p90': 3.2668344259262083}, {'batch_size': 5, 'throughput': 1.2803026105871276, 'latency_mean': 3.8814487147331236, 'latency_p50': 3.8741906881332397, 'latency_p90': 4.401039004325867}, {'batch_size': 6, 'throughput': 1.3572023306361114, 'latency_mean': 4.400110046863556, 'latency_p50': 4.361544489860535, 'latency_p90': 4.997063183784484}, {'batch_size': 8, 'throughput': 1.4713303264804618, 'latency_mean': 5.397170199155807, 'latency_p50': 5.36756443977356, 'latency_p90': 6.154582071304321}, {'batch_size': 10, 'throughput': 1.5473525518680387, 'latency_mean': 6.426354911327362, 'latency_p50': 6.3545002937316895, 'latency_p90': 7.552671647071838}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-69d4-linear-w01_v4
ineligible_reason: model is not deployable
is_internal_developer: True
language_model: ChaiML/2a6f-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.24
us_pacific_date: 2025-10-17
win_ratio: 0.5270318653777301
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': ['\n'], 'max_input_tokens': 1280, 'best_of': 7, '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-w01-v4-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v4-mkmlizer to finish
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║                                                                     ║
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chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: Downloaded to shared memory in 54.147s
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpoclrabsr, device:0
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: quantized model in 279.885s
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w01 in 334.033s
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v4/nvidia
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v4/nvidia/config.json
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v4/nvidia/special_tokens_map.json
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v4/nvidia/tokenizer_config.json
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v4/nvidia/tokenizer.json
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-69d4-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v4/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v4/nvidia/flywheel_model.0.safetensors
chaiml-2a6f-69d4-linear-w01-v4-mkmlizer: 
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Job chaiml-2a6f-69d4-linear-w01-v4-mkmlizer completed after 399.05s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w01-v4-mkmlizer
Pipeline stage MKMLizer completed in 399.56s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-69d4-linear-w01-v4
Waiting for inference service chaiml-2a6f-69d4-linear-w01-v4 to be ready
Inference service chaiml-2a6f-69d4-linear-w01-v4 ready after 70.43650269508362s
Pipeline stage MKMLDeployer completed in 71.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.451854944229126s
Received healthy response to inference request in 1.6955294609069824s
Received healthy response to inference request in 1.9350335597991943s
Received healthy response to inference request in 2.1211962699890137s
Received healthy response to inference request in 1.660918951034546s
5 requests
0 failed requests
5th percentile: 1.6678410530090333
10th percentile: 1.6747631549835205
20th percentile: 1.688607358932495
30th percentile: 1.7434302806854247
40th percentile: 1.8392319202423095
50th percentile: 1.9350335597991943
60th percentile: 2.009498643875122
70th percentile: 2.08396372795105
80th percentile: 2.187328004837036
90th percentile: 2.3195914745330812
95th percentile: 2.3857232093811036
99th percentile: 2.4386285972595214
mean time: 1.9729066371917725
Pipeline stage StressChecker completed in 11.52s
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 0.88s
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 0.94s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_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 2831.44s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_v4 status is now protected due to ABTestQueueItem
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chaiml-2a6f-69d4-linear-w01_v4 status is now inactive due to Froze recruitment for AB test 0221_bouman
chaiml-2a6f-69d4-linear-w01_v4 status is now inactive due to Froze recruitment for AB test 0220_feynman
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