developer_uid: zonemercy
submission_id: chaiml-2a6f-6970-linear-w01_v1
model_name: chaiml-2a6f-6970-linear-w01_v1
model_group: ChaiML/2a6f-6970-linear-
status: torndown
timestamp: 2025-10-05T05:36:05+00:00
num_battles: 5643
num_wins: 2971
celo_rating: 1308.21
family_friendly_score: 0.5258
family_friendly_standard_error: 0.007061647966303617
submission_type: basic
model_repo: ChaiML/2a6f-6970-linear-w01
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': 0.5431240199804159, 'latency_mean': 1.8411040246486663, 'latency_p50': 1.8503539562225342, 'latency_p90': 2.0407027721405027}, {'batch_size': 3, 'throughput': 1.093349353016227, 'latency_mean': 2.7286148035526274, 'latency_p50': 2.731143593788147, 'latency_p90': 2.991249918937683}, {'batch_size': 5, 'throughput': 1.3995483263479445, 'latency_mean': 3.5532008385658265, 'latency_p50': 3.578826904296875, 'latency_p90': 4.032889366149902}, {'batch_size': 6, 'throughput': 1.516087620614188, 'latency_mean': 3.9440581250190734, 'latency_p50': 3.951165795326233, 'latency_p90': 4.44615535736084}, {'batch_size': 8, 'throughput': 1.6570735947034316, 'latency_mean': 4.796465722322464, 'latency_p50': 4.776026368141174, 'latency_p90': 5.410063171386719}, {'batch_size': 10, 'throughput': 1.7129886339781837, 'latency_mean': 5.793758833408356, 'latency_p50': 5.802130222320557, 'latency_p90': 6.495073699951171}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-6970-linear-w01_v1
is_internal_developer: True
language_model: ChaiML/2a6f-6970-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-10-04
win_ratio: 0.5264930001772107
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>', 'You:', '###', '\n'], '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-w01-v1-mkmlizer
Waiting for job on chaiml-2a6f-6970-linear-w01-v1-mkmlizer to finish
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
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chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: Downloaded to shared memory in 50.622s
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: Checking if ChaiML/2a6f-6970-linear-w01 already exists in ChaiML
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwg0ag62_, device:0
chaiml-2a6f-6970-linear-w01-v1-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-w01-v1-mkmlizer: quantized model in 281.550s
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: Processed model ChaiML/2a6f-6970-linear-w01 in 332.173s
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v1/nvidia
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v1/nvidia/config.json
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v1/nvidia/special_tokens_map.json
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v1/nvidia/tokenizer_config.json
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v1/nvidia/tokenizer.json
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v1/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-6970-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-2a6f-6970-linear-w01-v1-mkmlizer completed after 407.6s with status: succeeded
Stopping job with name chaiml-2a6f-6970-linear-w01-v1-mkmlizer
Pipeline stage MKMLizer completed in 408.08s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.46s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-6970-linear-w01-v1
Waiting for inference service chaiml-2a6f-6970-linear-w01-v1 to be ready
Inference service chaiml-2a6f-6970-linear-w01-v1 ready after 40.2021598815918s
Pipeline stage MKMLDeployer completed in 41.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3688929080963135s
Received healthy response to inference request in 1.9946463108062744s
Received healthy response to inference request in 1.9126107692718506s
Received healthy response to inference request in 1.9463465213775635s
Received healthy response to inference request in 1.7006652355194092s
5 requests
0 failed requests
5th percentile: 1.7430543422698974
10th percentile: 1.7854434490203857
20th percentile: 1.8702216625213623
30th percentile: 1.919357919692993
40th percentile: 1.9328522205352783
50th percentile: 1.9463465213775635
60th percentile: 1.9656664371490478
70th percentile: 1.9849863529205323
80th percentile: 2.0694956302642824
90th percentile: 2.219194269180298
95th percentile: 2.2940435886383055
99th percentile: 2.353923044204712
mean time: 1.9846323490142823
Pipeline stage StressChecker completed in 11.32s
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 0.63s
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-2a6f-6970-linear-w01_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 2744.60s
Shutdown handler de-registered
chaiml-2a6f-6970-linear-w01_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-6970-linear-w01_v1 status is now torndown due to DeploymentManager action