developer_uid: rica40325
submission_id: rica40325-9-15-sftdpo_v1
model_name: rica40325-9-15-sftdpo_v1
model_group: rica40325/9-15-sftdpo
status: torndown
timestamp: 2024-09-16T15:24:43+00:00
num_battles: 12296
num_wins: 6398
celo_rating: 1267.11
family_friendly_score: 0.0
submission_type: basic
model_repo: rica40325/9-15-sftdpo
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.8879871408033594, 'latency_mean': 1.1260458552837371, 'latency_p50': 1.1427234411239624, 'latency_p90': 1.2432791233062743}, {'batch_size': 4, 'throughput': 1.8001177978830583, 'latency_mean': 2.2116847121715546, 'latency_p50': 2.207395911216736, 'latency_p90': 2.4787020444869996}, {'batch_size': 5, 'throughput': 1.8739046714735121, 'latency_mean': 2.657439855337143, 'latency_p50': 2.6615357398986816, 'latency_p90': 3.022435688972473}, {'batch_size': 8, 'throughput': 2.0141142343009513, 'latency_mean': 3.9411645770072936, 'latency_p50': 3.9832788705825806, 'latency_p90': 4.434662675857544}, {'batch_size': 10, 'throughput': 2.005491540592479, 'latency_mean': 4.938176889419555, 'latency_p50': 4.9737643003463745, 'latency_p90': 5.545082449913025}, {'batch_size': 12, 'throughput': 2.036518189007474, 'latency_mean': 5.810856127738953, 'latency_p50': 5.7276307344436646, 'latency_p90': 7.059406018257141}, {'batch_size': 15, 'throughput': 2.0203722383094194, 'latency_mean': 7.282128564119339, 'latency_p50': 7.398141384124756, 'latency_p90': 8.14166476726532}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: rica40325-9-15-sftdpo_v1
is_internal_developer: False
language_model: rica40325/9-15-sftdpo
model_size: 8B
ranking_group: single
throughput_3p7s: 2.01
us_pacific_date: 2024-09-16
win_ratio: 0.5203318152244633
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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
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Running pipeline stage MKMLizer
Starting job with name rica40325-9-15-sftdpo-v1-mkmlizer
Waiting for job on rica40325-9-15-sftdpo-v1-mkmlizer to finish
rica40325-9-15-sftdpo-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-9-15-sftdpo-v1-mkmlizer: ║     _____            __           __                                ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║       /___/                                                         ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║                                                                     ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║                                                                     ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  belonging to:                                                      ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║                                                                     ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-9-15-sftdpo-v1-mkmlizer: ║                                                                     ║
rica40325-9-15-sftdpo-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rica40325-9-15-sftdpo-v1-mkmlizer: Downloaded to shared memory in 30.676s
rica40325-9-15-sftdpo-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzbo1fm0j, device:0
rica40325-9-15-sftdpo-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-9-15-sftdpo-v1-mkmlizer: quantized model in 26.130s
rica40325-9-15-sftdpo-v1-mkmlizer: Processed model rica40325/9-15-sftdpo in 56.806s
rica40325-9-15-sftdpo-v1-mkmlizer: creating bucket guanaco-mkml-models
rica40325-9-15-sftdpo-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-9-15-sftdpo-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-9-15-sftdpo-v1
rica40325-9-15-sftdpo-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-9-15-sftdpo-v1/config.json
rica40325-9-15-sftdpo-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-9-15-sftdpo-v1/special_tokens_map.json
rica40325-9-15-sftdpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-9-15-sftdpo-v1/tokenizer_config.json
rica40325-9-15-sftdpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-9-15-sftdpo-v1/tokenizer.json
rica40325-9-15-sftdpo-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-9-15-sftdpo-v1/flywheel_model.0.safetensors
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Job rica40325-9-15-sftdpo-v1-mkmlizer completed after 86.94s with status: succeeded
Stopping job with name rica40325-9-15-sftdpo-v1-mkmlizer
Pipeline stage MKMLizer completed in 90.04s
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service rica40325-9-15-sftdpo-v1 ready after 171.80312585830688s
Pipeline stage MKMLDeployer completed in 175.28s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.00215220451355s
Received healthy response to inference request in 2.179192543029785s
Received healthy response to inference request in 2.2801177501678467s
Received healthy response to inference request in 1.6981580257415771s
Received healthy response to inference request in 2.654038429260254s
5 requests
0 failed requests
5th percentile: 1.7589568614959716
10th percentile: 1.8197556972503661
20th percentile: 1.9413533687591553
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99th percentile: 2.6390816020965575
mean time: 2.1627317905426025
Pipeline stage StressChecker completed in 14.55s
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Creating inference service rica40325-9-15-sftdpo-v1-profiler
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Inference service rica40325-9-15-sftdpo-v1-profiler ready after 170.49553298950195s
Pipeline stage MKMLProfilerDeployer completed in 170.87s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-9-15-sftdpo-v1-profiler-predictor-00001-deploymef2k8g:/code/chaiverse_profiler_1726500786 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-9-15-sftdpo-v1-profiler-predictor-00001-deploymef2k8g --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726500786 && python profiles.py profile --best_of_n 16 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 64 --summary /code/chaiverse_profiler_1726500786/summary.json'
kubectl exec -it rica40325-9-15-sftdpo-v1-profiler-predictor-00001-deploymef2k8g --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726500786/summary.json'
Pipeline stage MKMLProfilerRunner completed in 854.04s
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Running pipeline stage MKMLProfilerDeleter
Checking if service rica40325-9-15-sftdpo-v1-profiler is running
Tearing down inference service rica40325-9-15-sftdpo-v1-profiler
Service rica40325-9-15-sftdpo-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 12.92s
Shutdown handler de-registered
rica40325-9-15-sftdpo_v1 status is now inactive due to auto deactivation removed underperforming models
rica40325-9-15-sftdpo_v1 status is now torndown due to DeploymentManager action