developer_uid: zonemercy
submission_id: chaiml-2a6f-6970-linear-w01_v4
model_name: chaiml-2a6f-6970-linear-w01_v4
model_group: ChaiML/2a6f-6970-linear-
status: torndown
timestamp: 2025-10-14T04:02:05+00:00
num_battles: 5444
num_wins: 2863
celo_rating: 1291.34
family_friendly_score: 0.5214
family_friendly_standard_error: 0.007064588310722713
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': 0.5427247164778629, 'latency_mean': 1.8424334263801574, 'latency_p50': 1.8305469751358032, 'latency_p90': 2.0502074003219604}, {'batch_size': 3, 'throughput': 1.0924557994994235, 'latency_mean': 2.7356995582580566, 'latency_p50': 2.751618504524231, 'latency_p90': 3.073804473876953}, {'batch_size': 5, 'throughput': 1.3865690948923075, 'latency_mean': 3.5883400321006773, 'latency_p50': 3.584105968475342, 'latency_p90': 4.010554075241089}, {'batch_size': 6, 'throughput': 1.4969256396589532, 'latency_mean': 3.9827550983428956, 'latency_p50': 3.9941775798797607, 'latency_p90': 4.56181263923645}, {'batch_size': 8, 'throughput': 1.6478714468984461, 'latency_mean': 4.830151691436767, 'latency_p50': 4.840691447257996, 'latency_p90': 5.577350878715515}, {'batch_size': 10, 'throughput': 1.7109369637137797, 'latency_mean': 5.801466743946076, 'latency_p50': 5.8497666120529175, 'latency_p90': 6.584238076210021}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-6970-linear-w01_v4
is_internal_developer: True
language_model: ChaiML/2a6f-6970-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.43
us_pacific_date: 2025-10-13
win_ratio: 0.5259000734753857
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>', '\n', 'You:'], '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-v4-mkmlizer
Waiting for job on chaiml-2a6f-6970-linear-w01-v4-mkmlizer to finish
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║                                                                     ║
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chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-v4-mkmlizer: Downloaded to shared memory in 56.815s
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: Checking if ChaiML/2a6f-6970-linear-w01 already exists in ChaiML
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxx8_zc9n, device:0
chaiml-2a6f-6970-linear-w01-v4-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-v4-mkmlizer: quantized model in 286.095s
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: Processed model ChaiML/2a6f-6970-linear-w01 in 342.910s
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v4/nvidia
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v4/nvidia/config.json
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v4/nvidia/tokenizer_config.json
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v4/nvidia/special_tokens_map.json
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v4/nvidia/tokenizer.json
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v4/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-6970-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-6970-linear-w01-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-2a6f-6970-linear-w01-v4-mkmlizer completed after 438.31s with status: succeeded
Stopping job with name chaiml-2a6f-6970-linear-w01-v4-mkmlizer
Pipeline stage MKMLizer completed in 438.79s
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-6970-linear-w01-v4
Waiting for inference service chaiml-2a6f-6970-linear-w01-v4 to be ready
Inference service chaiml-2a6f-6970-linear-w01-v4 ready after 50.21979808807373s
Pipeline stage MKMLDeployer completed in 50.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.241154432296753s
Received healthy response to inference request in 1.7557883262634277s
Received healthy response to inference request in 1.871720314025879s
Received healthy response to inference request in 1.9574179649353027s
Received healthy response to inference request in 1.844552993774414s
5 requests
0 failed requests
5th percentile: 1.773541259765625
10th percentile: 1.7912941932678224
20th percentile: 1.8268000602722168
30th percentile: 1.849986457824707
40th percentile: 1.860853385925293
50th percentile: 1.871720314025879
60th percentile: 1.9059993743896484
70th percentile: 1.9402784347534179
80th percentile: 2.014165258407593
90th percentile: 2.1276598453521727
95th percentile: 2.184407138824463
99th percentile: 2.229804973602295
mean time: 1.9341268062591552
Pipeline stage StressChecker completed in 11.03s
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 1.01s
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 0.65s
Shutdown handler de-registered
chaiml-2a6f-6970-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 2926.06s
Shutdown handler de-registered
chaiml-2a6f-6970-linear-w01_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-6970-linear-w01_v4 status is now torndown due to DeploymentManager action