chaiml-0917-bot-dominant_6324

developer_uid: azuruce
submission_id: chaiml-0917-bot-dominant_6324_v2
model_name: dominant
model_group: ChaiML/0917-bot-dominant
status: torndown
timestamp: 2024-09-17T18:10:15+00:00
num_battles: 11610
num_wins: 5715
celo_rating: 1244.12
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: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6395453329985087, 'latency_mean': 1.5635472774505614, 'latency_p50': 1.567172884941101, 'latency_p90': 1.7169041395187377}, {'batch_size': 3, 'throughput': 1.246829206333488, 'latency_mean': 2.3924878537654877, 'latency_p50': 2.3778611421585083, 'latency_p90': 2.6205406665802}, {'batch_size': 5, 'throughput': 1.550300776193642, 'latency_mean': 3.207639299631119, 'latency_p50': 3.2107834815979004, 'latency_p90': 3.5799587249755858}, {'batch_size': 6, 'throughput': 1.636666584683184, 'latency_mean': 3.6500969529151917, 'latency_p50': 3.643770933151245, 'latency_p90': 4.0786014795303345}, {'batch_size': 8, 'throughput': 1.7481790256820688, 'latency_mean': 4.543050943613053, 'latency_p50': 4.587450623512268, 'latency_p90': 5.078496646881104}, {'batch_size': 10, 'throughput': 1.7800522693942957, 'latency_mean': 5.582298760414123, 'latency_p50': 5.60354483127594, 'latency_p90': 6.369175601005554}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: dominant
is_internal_developer: True
language_model: ChaiML/0917-bot-dominant-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.65
us_pacific_date: 2024-09-17
win_ratio: 0.49224806201550386
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', '</s>'], 'max_input_tokens': 1024, 'best_of': 4, '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
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-0917-bot-dominant-6324-v2-mkmlizer
Waiting for job on chaiml-0917-bot-dominant-6324-v2-mkmlizer to finish
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║       /___/                                                         ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║                                                                     ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║                                                                     ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║                                                                     ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ║                                                                     ║
chaiml-0917-bot-dominant-6324-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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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', '')
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chaiml-0917-bot-dominant-6324-v2-mkmlizer: Downloaded to shared memory in 57.033s
chaiml-0917-bot-dominant-6324-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpftk0cp2j, device:0
chaiml-0917-bot-dominant-6324-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-0917-bot-dominant-6324-v2-mkmlizer: quantized model in 40.377s
chaiml-0917-bot-dominant-6324-v2-mkmlizer: Processed model ChaiML/0917-bot-dominant-albert in 97.410s
chaiml-0917-bot-dominant-6324-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0917-bot-dominant-6324-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0917-bot-dominant-6324-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v2
chaiml-0917-bot-dominant-6324-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v2/special_tokens_map.json
chaiml-0917-bot-dominant-6324-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v2/config.json
chaiml-0917-bot-dominant-6324-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v2/tokenizer_config.json
chaiml-0917-bot-dominant-6324-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v2/tokenizer.json
chaiml-0917-bot-dominant-6324-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0917-bot-dominant-6324-v2/flywheel_model.0.safetensors
chaiml-0917-bot-dominant-6324-v2-mkmlizer: 
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Job chaiml-0917-bot-dominant-6324-v2-mkmlizer completed after 125.4s with status: succeeded
Stopping job with name chaiml-0917-bot-dominant-6324-v2-mkmlizer
Pipeline stage MKMLizer completed in 126.28s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.29s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-0917-bot-dominant-6324-v2
Waiting for inference service chaiml-0917-bot-dominant-6324-v2 to be ready
Inference service chaiml-0917-bot-dominant-6324-v2 ready after 181.40960121154785s
Pipeline stage MKMLDeployer completed in 182.35s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8807098865509033s
Received healthy response to inference request in 2.1982333660125732s
Received healthy response to inference request in 1.626049518585205s
Received healthy response to inference request in 2.1463375091552734s
Received healthy response to inference request in 1.705735683441162s
5 requests
0 failed requests
5th percentile: 1.6419867515563964
10th percentile: 1.657923984527588
20th percentile: 1.6897984504699708
30th percentile: 1.7938560485839843
40th percentile: 1.9700967788696289
50th percentile: 2.1463375091552734
60th percentile: 2.1670958518981935
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', '')
70th percentile: 2.187854194641113
80th percentile: 2.3347286701202394
90th percentile: 2.6077192783355714
95th percentile: 2.744214582443237
99th percentile: 2.85341082572937
mean time: 2.1114131927490236
Pipeline stage StressChecker completed in 12.45s
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Inference service chaiml-0917-bot-dominant-6324-v2-profiler ready after 180.46525859832764s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0917-bot-domi5f367ba8a2f59b3cbbce3913e27eb68d-deplofjhfb:/code/chaiverse_profiler_1726597166 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0917-bot-domi5f367ba8a2f59b3cbbce3913e27eb68d-deplofjhfb --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726597166 && python profiles.py profile --best_of_n 4 --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_1726597166/summary.json'
kubectl exec -it chaiml-0917-bot-domi5f367ba8a2f59b3cbbce3913e27eb68d-deplofjhfb --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726597166/summary.json'
Pipeline stage MKMLProfilerRunner completed in 958.45s
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