chaiml-virgo-top-bots5x100-hr

developer_uid: azuruce
submission_id: chaiml-virgo-top-bots5x100-hr_v1
model_name: 5x100-hr
model_group: ChaiML/virgo-top-bots5x1
status: torndown
timestamp: 2024-09-20T16:34:02+00:00
num_battles: 12874
num_wins: 6785
celo_rating: 1264.09
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/virgo-top-bots5x100-hr
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6147179744282506, 'latency_mean': 1.6266796863079072, 'latency_p50': 1.6188098192214966, 'latency_p90': 1.7835522174835206}, {'batch_size': 3, 'throughput': 1.0771698064344422, 'latency_mean': 2.769242980480194, 'latency_p50': 2.796338677406311, 'latency_p90': 3.05966739654541}, {'batch_size': 5, 'throughput': 1.2418823084095691, 'latency_mean': 4.007345552444458, 'latency_p50': 3.993177890777588, 'latency_p90': 4.642098927497864}, {'batch_size': 6, 'throughput': 1.2544964955044373, 'latency_mean': 4.752090655565262, 'latency_p50': 4.744345307350159, 'latency_p90': 5.378937530517578}, {'batch_size': 8, 'throughput': 1.2433776669692562, 'latency_mean': 6.412576637268066, 'latency_p50': 6.389364957809448, 'latency_p90': 7.257128977775574}, {'batch_size': 10, 'throughput': 1.2052251337455098, 'latency_mean': 8.23933211684227, 'latency_p50': 8.283718943595886, 'latency_p90': 9.231813621520995}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: 5x100-hr
is_internal_developer: True
language_model: ChaiML/virgo-top-bots5x100-hr
model_size: 13B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2024-09-20
win_ratio: 0.52703122572627
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': 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
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Running pipeline stage MKMLizer
Starting job with name chaiml-virgo-top-bots5x100-hr-v1-mkmlizer
Waiting for job on chaiml-virgo-top-bots5x100-hr-v1-mkmlizer to finish
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║       /___/                                                         ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║                                                                     ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║                                                                     ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║                                                                     ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ║                                                                     ║
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: Downloaded to shared memory in 97.523s
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp19z00x7z, device:0
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: quantized model in 44.185s
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: Processed model ChaiML/virgo-top-bots5x100-hr in 141.709s
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-virgo-top-bots5x100-hr-v1
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-virgo-top-bots5x100-hr-v1/config.json
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-virgo-top-bots5x100-hr-v1/special_tokens_map.json
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-virgo-top-bots5x100-hr-v1/tokenizer_config.json
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-virgo-top-bots5x100-hr-v1/tokenizer.json
chaiml-virgo-top-bots5x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-virgo-top-bots5x100-hr-v1/flywheel_model.0.safetensors
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Job chaiml-virgo-top-bots5x100-hr-v1-mkmlizer completed after 176.19s with status: succeeded
Stopping job with name chaiml-virgo-top-bots5x100-hr-v1-mkmlizer
Pipeline stage MKMLizer completed in 177.44s
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Creating inference service chaiml-virgo-top-bots5x100-hr-v1
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Inference service chaiml-virgo-top-bots5x100-hr-v1 ready after 211.54587078094482s
Pipeline stage MKMLDeployer completed in 211.99s
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Received healthy response to inference request in 2.147207736968994s
Received healthy response to inference request in 1.9019663333892822s
Received healthy response to inference request in 1.690678596496582s
Received healthy response to inference request in 1.6520216464996338s
Received healthy response to inference request in 2.18436861038208s
5 requests
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5th percentile: 1.6597530364990234
10th percentile: 1.667484426498413
20th percentile: 1.6829472064971924
30th percentile: 1.732936143875122
40th percentile: 1.8174512386322021
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70th percentile: 2.0981594562530517
80th percentile: 2.1546399116516115
90th percentile: 2.169504261016846
95th percentile: 2.1769364356994627
99th percentile: 2.1828821754455565
mean time: 1.9152485847473144
Pipeline stage StressChecker completed in 11.16s
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Inference service chaiml-virgo-top-bots5x100-hr-v1-profiler ready after 220.52601385116577s
Pipeline stage MKMLProfilerDeployer completed in 220.91s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-virgo-top-bot454c2bd7f103c5d87de7bea0a096dd3c-deplo8hfk8:/code/chaiverse_profiler_1726850710 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-virgo-top-bot454c2bd7f103c5d87de7bea0a096dd3c-deplo8hfk8 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726850710 && python profiles.py profile --best_of_n 8 --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 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726850710/summary.json'
kubectl exec -it chaiml-virgo-top-bot454c2bd7f103c5d87de7bea0a096dd3c-deplo8hfk8 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726850710/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1162.50s
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Checking if service chaiml-virgo-top-bots5x100-hr-v1-profiler is running
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Pipeline stage MKMLProfilerDeleter completed in 2.09s
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