chaiml-7b07-69d4-linear-w01

developer_uid: zonemercy
submission_id: chaiml-7b07-69d4-linear-w01_v1
model_name: chaiml-7b07-69d4-linear-w01_v1
model_group: ChaiML/7b07-69d4-linear-
status: torndown
timestamp: 2025-10-05T23:12:36+00:00
num_battles: 5246
num_wins: 2643
celo_rating: 1291.04
family_friendly_score: 0.5078
family_friendly_standard_error: 0.007070207351980563
submission_type: basic
model_repo: ChaiML/7b07-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 6
max_input_tokens: 1440
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5127380448557478, 'latency_mean': 1.9502148580551149, 'latency_p50': 1.9535936117172241, 'latency_p90': 2.135227394104004}, {'batch_size': 3, 'throughput': 0.9922479505156817, 'latency_mean': 3.008870894908905, 'latency_p50': 3.01292085647583, 'latency_p90': 3.3971767663955688}, {'batch_size': 5, 'throughput': 1.2446524127468162, 'latency_mean': 3.989688185453415, 'latency_p50': 3.990455389022827, 'latency_p90': 4.568225693702698}, {'batch_size': 6, 'throughput': 1.3175094183551865, 'latency_mean': 4.523965479135513, 'latency_p50': 4.513135671615601, 'latency_p90': 5.222018456459045}, {'batch_size': 8, 'throughput': 1.4426332059593265, 'latency_mean': 5.508197067975998, 'latency_p50': 5.618155598640442, 'latency_p90': 6.244471335411072}, {'batch_size': 10, 'throughput': 1.5149106144085018, 'latency_mean': 6.540144851207733, 'latency_p50': 6.482535243034363, 'latency_p90': 7.552035498619079}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-7b07-69d4-linear-w01_v1
is_internal_developer: True
language_model: ChaiML/7b07-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 1.19
us_pacific_date: 2025-10-05
win_ratio: 0.5038124285169653
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', '####\n', '</s>', 'You:', '####'], 'max_input_tokens': 1440, 'best_of': 6, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {message}\n', 'response_template': '{bot_name}:', '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-7b07-69d4-linear-w01-v1-mkmlizer
Waiting for job on chaiml-7b07-69d4-linear-w01-v1-mkmlizer to finish
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║                                                                     ║
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chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: Downloaded to shared memory in 50.442s
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: Checking if ChaiML/7b07-69d4-linear-w01 already exists in ChaiML
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphk_ansrz, device:0
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v1/nvidia
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v1/nvidia/config.json
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v1/nvidia/special_tokens_map.json
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v1/nvidia/tokenizer_config.json
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v1/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-7b07-69d4-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v1/nvidia/flywheel_model.1.safetensors
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v1/nvidia/flywheel_model.0.safetensors
chaiml-7b07-69d4-linear-w01-v1-mkmlizer: 
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Job chaiml-7b07-69d4-linear-w01-v1-mkmlizer completed after 458.05s with status: succeeded
Stopping job with name chaiml-7b07-69d4-linear-w01-v1-mkmlizer
Pipeline stage MKMLizer completed in 458.57s
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-7b07-69d4-linear-w01-v1
Waiting for inference service chaiml-7b07-69d4-linear-w01-v1 to be ready
Inference service chaiml-7b07-69d4-linear-w01-v1 ready after 60.2574679851532s
Pipeline stage MKMLDeployer completed in 61.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0308635234832764s
Received healthy response to inference request in 2.090486526489258s
Received healthy response to inference request in 2.404442310333252s
Received healthy response to inference request in 1.6381349563598633s
Received healthy response to inference request in 1.721078872680664s
5 requests
0 failed requests
5th percentile: 1.6547237396240235
10th percentile: 1.6713125228881835
20th percentile: 1.7044900894165038
30th percentile: 1.7830358028411866
40th percentile: 1.9069496631622314
50th percentile: 2.0308635234832764
60th percentile: 2.054712724685669
70th percentile: 2.0785619258880614
80th percentile: 2.153277683258057
90th percentile: 2.278859996795654
95th percentile: 2.341651153564453
99th percentile: 2.391884078979492
mean time: 1.9770012378692627
Pipeline stage StressChecker completed in 11.29s
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 0.70s
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 0.72s
Shutdown handler de-registered
chaiml-7b07-69d4-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 2643.86s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-7b07-69d4-linear-w01_v1 status is now torndown due to DeploymentManager action