chaiml-virgo-top-bots3x100-hr

developer_uid: azuruce
submission_id: chaiml-virgo-top-bots3x100-hr_v1
model_name: top-bots3x100-hr
model_group: ChaiML/virgo-top-bots3x1
status: torndown
timestamp: 2024-09-20T16:33:36+00:00
num_battles: 11875
num_wins: 6088
celo_rating: 1253.08
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/virgo-top-bots3x100-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': 0.6137405438769102, 'latency_mean': 1.6292558515071869, 'latency_p50': 1.6245431900024414, 'latency_p90': 1.785734224319458}, {'batch_size': 3, 'throughput': 1.085958989823026, 'latency_mean': 2.755643812417984, 'latency_p50': 2.7364046573638916, 'latency_p90': 3.041628932952881}, {'batch_size': 5, 'throughput': 1.242344243801089, 'latency_mean': 4.005233989953995, 'latency_p50': 3.9943361282348633, 'latency_p90': 4.576212382316589}, {'batch_size': 6, 'throughput': 1.2764472458540546, 'latency_mean': 4.6936680805683135, 'latency_p50': 4.7045578956604, 'latency_p90': 5.226680445671081}, {'batch_size': 8, 'throughput': 1.2466760742275929, 'latency_mean': 6.372296123504639, 'latency_p50': 6.443999648094177, 'latency_p90': 7.1013750553131105}, {'batch_size': 10, 'throughput': 1.2166725449147375, 'latency_mean': 8.170114563703537, 'latency_p50': 8.246669292449951, 'latency_p90': 9.18732717037201}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: top-bots3x100-hr
is_internal_developer: True
language_model: ChaiML/virgo-top-bots3x100-hr
model_size: 13B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2024-09-20
win_ratio: 0.5126736842105263
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
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-virgo-top-bots3x100-hr-v1-mkmlizer
Waiting for job on chaiml-virgo-top-bots3x100-hr-v1-mkmlizer to finish
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║       /___/                                                         ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║                                                                     ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║                                                                     ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║                                                                     ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ║                                                                     ║
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: Downloaded to shared memory in 101.037s
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpgvqnpn21, device:0
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: quantized model in 50.142s
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: Processed model ChaiML/virgo-top-bots3x100-hr in 151.179s
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-virgo-top-bots3x100-hr-v1
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-virgo-top-bots3x100-hr-v1/config.json
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-virgo-top-bots3x100-hr-v1/special_tokens_map.json
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-virgo-top-bots3x100-hr-v1/tokenizer_config.json
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-virgo-top-bots3x100-hr-v1/tokenizer.json
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-virgo-top-bots3x100-hr-v1/flywheel_model.0.safetensors
chaiml-virgo-top-bots3x100-hr-v1-mkmlizer: 
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Job chaiml-virgo-top-bots3x100-hr-v1-mkmlizer completed after 176.24s with status: succeeded
Stopping job with name chaiml-virgo-top-bots3x100-hr-v1-mkmlizer
Pipeline stage MKMLizer completed in 176.91s
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Pipeline stage MKMLTemplater completed in 2.24s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-virgo-top-bots3x100-hr-v1
Waiting for inference service chaiml-virgo-top-bots3x100-hr-v1 to be ready
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Failed to get response for submission zonemercy-lexical-nemov8_5966_v2: ('http://zonemercy-lexical-nemov8-5966-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"error":"ValueError : [TypeError(\\"\'numpy.int64\' object is not iterable\\"), TypeError(\'vars() argument must have __dict__ attribute\')]"}')
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Failed to get response for submission mistralai-mistral-small-_5341_v8: ('http://mistralai-mistral-small-5341-v8-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:54864->127.0.0.1:8080: read: connection reset by peer\n')
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Inference service chaiml-virgo-top-bots3x100-hr-v1 ready after 200.90107989311218s
Pipeline stage MKMLDeployer completed in 202.77s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.036243915557861s
Received healthy response to inference request in 2.099256992340088s
Received healthy response to inference request in 1.9520208835601807s
Received healthy response to inference request in 1.5991723537445068s
Received healthy response to inference request in 2.917382001876831s
5 requests
0 failed requests
5th percentile: 1.6697420597076416
10th percentile: 1.7403117656707763
20th percentile: 1.881451177597046
30th percentile: 1.981468105316162
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50th percentile: 2.099256992340088
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70th percentile: 2.7537569999694824
80th percentile: 3.141154384613037
90th percentile: 3.5886991500854495
95th percentile: 3.812471532821655
99th percentile: 3.99148943901062
mean time: 2.5208152294158936
Pipeline stage StressChecker completed in 13.69s
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Inference service chaiml-virgo-top-bots3x100-hr-v1-profiler ready after 220.49134612083435s
Pipeline stage MKMLProfilerDeployer completed in 220.88s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-virgo-top-botb6b21051fc8e8f87344f54b04fa1c66b-deplong9hs:/code/chaiverse_profiler_1726850681 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-virgo-top-botb6b21051fc8e8f87344f54b04fa1c66b-deplong9hs --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726850681 && 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_1726850681/summary.json'
kubectl exec -it chaiml-virgo-top-botb6b21051fc8e8f87344f54b04fa1c66b-deplong9hs --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726850681/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1159.56s
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Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-virgo-top-bots3x100-hr-v1-profiler is running
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Service chaiml-virgo-top-bots3x100-hr-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.13s
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chaiml-virgo-top-bots3x100-hr_v1 status is now inactive due to auto deactivation removed underperforming models
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admin requested tearing down of chaiml-virgo-top-bots3x100-hr_v1
Pipeline stage MKMLDeleter completed in 3.45s
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