chaiml-0917-bot-dominant_6324

developer_uid: azuruce
submission_id: chaiml-0917-bot-dominant_6324_v5
model_name: dominant
model_group: ChaiML/0917-bot-dominant
status: torndown
timestamp: 2024-09-20T01:55:15+00:00
num_battles: 13820
num_wins: 6839
celo_rating: 1248.7
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0917-bot-dominant-albert
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.611088866893421, 'latency_mean': 1.636345592737198, 'latency_p50': 1.6464712619781494, 'latency_p90': 1.7874845266342163}, {'batch_size': 3, 'throughput': 1.0887740340918233, 'latency_mean': 2.7470367670059206, 'latency_p50': 2.739382028579712, 'latency_p90': 3.072613835334778}, {'batch_size': 5, 'throughput': 1.2446292901174605, 'latency_mean': 4.002850619554519, 'latency_p50': 4.031834125518799, 'latency_p90': 4.427345967292785}, {'batch_size': 6, 'throughput': 1.2667660906306835, 'latency_mean': 4.715513993501663, 'latency_p50': 4.791488170623779, 'latency_p90': 5.3048523426055905}, {'batch_size': 8, 'throughput': 1.2552682316628039, 'latency_mean': 6.330371481180191, 'latency_p50': 6.361037731170654, 'latency_p90': 7.148112845420838}, {'batch_size': 10, 'throughput': 1.2170821070030593, 'latency_mean': 8.172975574731828, 'latency_p50': 8.198943614959717, 'latency_p90': 9.219573473930359}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: dominant
is_internal_developer: False
language_model: ChaiML/0917-bot-dominant-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2024-09-19
win_ratio: 0.49486251808972503
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.6, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, '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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run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-0917-bot-dominant-6324-v5-mkmlizer
Waiting for job on chaiml-0917-bot-dominant-6324-v5-mkmlizer to finish
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║     _____            __           __                                ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║       /___/                                                         ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║                                                                     ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║                                                                     ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║                                                                     ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ║                                                                     ║
chaiml-0917-bot-dominant-6324-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0917-bot-dominant-6324-v5-mkmlizer: Downloaded to shared memory in 87.707s
chaiml-0917-bot-dominant-6324-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpup94yzik, device:0
chaiml-0917-bot-dominant-6324-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-0917-bot-dominant-6324-v5-mkmlizer: quantized model in 41.517s
chaiml-0917-bot-dominant-6324-v5-mkmlizer: Processed model ChaiML/0917-bot-dominant-albert in 129.225s
chaiml-0917-bot-dominant-6324-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0917-bot-dominant-6324-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0917-bot-dominant-6324-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v5
chaiml-0917-bot-dominant-6324-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v5/config.json
chaiml-0917-bot-dominant-6324-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v5/special_tokens_map.json
chaiml-0917-bot-dominant-6324-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v5/tokenizer_config.json
chaiml-0917-bot-dominant-6324-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v5/tokenizer.json
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Job chaiml-0917-bot-dominant-6324-v5-mkmlizer completed after 155.31s with status: succeeded
Stopping job with name chaiml-0917-bot-dominant-6324-v5-mkmlizer
Pipeline stage MKMLizer completed in 157.76s
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Pipeline stage MKMLTemplater completed in 0.14s
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Creating inference service chaiml-0917-bot-dominant-6324-v5
Waiting for inference service chaiml-0917-bot-dominant-6324-v5 to be ready
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Inference service chaiml-0917-bot-dominant-6324-v5 ready after 201.4444477558136s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.261384963989258s
Received healthy response to inference request in 1.6570806503295898s
Received healthy response to inference request in 1.6107594966888428s
Received healthy response to inference request in 1.494300365447998s
Received healthy response to inference request in 1.9866337776184082s
5 requests
0 failed requests
5th percentile: 1.517592191696167
10th percentile: 1.540884017944336
20th percentile: 1.5874676704406738
30th percentile: 1.6200237274169922
40th percentile: 1.638552188873291
50th percentile: 1.6570806503295898
60th percentile: 1.7889019012451173
70th percentile: 1.9207231521606445
80th percentile: 2.041584014892578
90th percentile: 2.151484489440918
95th percentile: 2.206434726715088
99th percentile: 2.250394916534424
mean time: 1.8020318508148194
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0917-bot-domi830048577486a96ed2964aca4444f804-deplof7v2v:/code/chaiverse_profiler_1726797952 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0917-bot-domi830048577486a96ed2964aca4444f804-deplof7v2v --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726797952 && 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_1726797952/summary.json'
kubectl exec -it chaiml-0917-bot-domi830048577486a96ed2964aca4444f804-deplof7v2v --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726797952/summary.json'
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Pipeline stage ProductionBlendMKMLTemplater completed in 67.49s
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Received healthy response to inference request in 3.0757651329040527s
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5 requests
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5th percentile: 2.954318332672119
Pipeline stage MKMLDeleter completed in 16.00s
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10th percentile: 2.9846800327301026
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Pipeline stage MKMLDeleter completed in 19.81s
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20th percentile: 3.0454034328460695
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Pipeline stage MKMLDeleter completed in 53.53s
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Pipeline stage MKMLDeleter completed in 66.07s
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60th percentile: 3.50522198677063
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Pipeline stage MKMLDeleter completed in 86.49s
70th percentile: 3.7163382053375242
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Pipeline stage MKMLDeleter completed in 105.02s
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Pipeline stage MKMLDeleter completed in 105.02s
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Pipeline stage ProductionBlendMKMLTemplater completed in 47.12s
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Pipeline stage ProductionBlendMKMLTemplater completed in 39.89s
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Pipeline stage MKMLModelDeleter completed in 50.69s
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