developer_uid: zonemercy
submission_id: chaiml-7b07-69d4-linear-w01_v6
model_name: test
model_group: ChaiML/7b07-69d4-linear-
status: torndown
timestamp: 2025-11-07T06:51:43+00:00
num_battles: 6586
num_wins: 3269
celo_rating: 1290.03
family_friendly_score: 0.5158
family_friendly_standard_error: 0.007067536487348332
submission_type: basic
model_repo: ChaiML/7b07-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.45716975056560766, 'latency_mean': 2.187270634174347, 'latency_p50': 2.2041255235671997, 'latency_p90': 2.3904059648513796}, {'batch_size': 2, 'throughput': 0.6681839289984608, 'latency_mean': 2.991522343158722, 'latency_p50': 3.007600784301758, 'latency_p90': 3.2319145679473875}, {'batch_size': 3, 'throughput': 0.8091391800291916, 'latency_mean': 3.6963165938854217, 'latency_p50': 3.698921322822571, 'latency_p90': 4.200290727615356}, {'batch_size': 4, 'throughput': 0.9036982786352515, 'latency_mean': 4.416493506431579, 'latency_p50': 4.425147771835327, 'latency_p90': 5.130426239967346}, {'batch_size': 5, 'throughput': 0.9591583490131913, 'latency_mean': 5.205034860372543, 'latency_p50': 5.15920889377594, 'latency_p90': 6.00986852645874}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/7b07-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-03
win_ratio: 0.496355906468266
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '####', '\n', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name chaiml-7b07-69d4-linear-w01-v6-mkmlizer
Waiting for job on chaiml-7b07-69d4-linear-w01-v6-mkmlizer to finish
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chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║                                                                     ║
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chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ║                                                                     ║
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: Downloaded to shared memory in 43.244s
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: Checking if ChaiML/7b07-69d4-linear-w01 already exists in ChaiML
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcl0otyg0, device:0
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
admin requested tearing down of chaiml-ir-v4-1-dpo-irv1_27949_v8
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLDeleter
Checking if service chaiml-ir-v4-1-dpo-irv1-27949-v8 is running
Tearing down inference service chaiml-ir-v4-1-dpo-irv1-27949-v8
Service chaiml-ir-v4-1-dpo-irv1-27949-v8 has been torndown
Pipeline stage MKMLDeleter completed in 0.90s
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Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/config.json from bucket guanaco-mkml-models
Deleting key chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/flywheel_model.1.safetensors from bucket guanaco-mkml-models
Deleting key chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/tokenizer.json from bucket guanaco-mkml-models
Deleting key chaiml-ir-v4-1-dpo-irv1-27949-v8/nvidia/tokenizer_config.json from bucket guanaco-mkml-models
Pipeline stage MKMLModelDeleter completed in 3.33s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv1_27949_v8 status is now torndown due to DeploymentManager action
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: quantized model in 280.719s
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: Processed model ChaiML/7b07-69d4-linear-w01 in 323.963s
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v6/nvidia
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v6/nvidia/config.json
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v6/nvidia/special_tokens_map.json
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v6/nvidia/tokenizer_config.json
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v6/nvidia/tokenizer.json
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v6/nvidia/flywheel_model.1.safetensors
chaiml-7b07-69d4-linear-w01-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-7b07-69d4-linear-w01-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-7b07-69d4-linear-w01-v6-mkmlizer completed after 377.49s with status: succeeded
Stopping job with name chaiml-7b07-69d4-linear-w01-v6-mkmlizer
Pipeline stage MKMLizer completed in 378.05s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-7b07-69d4-linear-w01-v6
Waiting for inference service chaiml-7b07-69d4-linear-w01-v6 to be ready
Inference service chaiml-7b07-69d4-linear-w01-v6 ready after 140.91011953353882s
Pipeline stage MKMLDeployer completed in 141.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.004474639892578s
Received healthy response to inference request in 1.925743579864502s
Received healthy response to inference request in 1.9165403842926025s
Received healthy response to inference request in 1.8153102397918701s
Received healthy response to inference request in 1.8514561653137207s
5 requests
0 failed requests
5th percentile: 1.8225394248962403
10th percentile: 1.8297686100006103
20th percentile: 1.8442269802093505
30th percentile: 1.864473009109497
40th percentile: 1.8905066967010498
50th percentile: 1.9165403842926025
60th percentile: 1.9202216625213624
70th percentile: 1.923902940750122
80th percentile: 1.9414897918701173
90th percentile: 1.9729822158813477
95th percentile: 1.9887284278869628
99th percentile: 2.001325397491455
mean time: 1.9027050018310547
Pipeline stage StressChecker completed in 11.19s
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 0.73s
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 0.71s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v6 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 2814.85s
Shutdown handler de-registered
chaiml-7b07-69d4-linear-w01_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-7b07-69d4-linear-w01_v6 status is now torndown due to DeploymentManager action