chaiml-nemo-espresso-ant_1376

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-ant_1376_v3

model_name: chaiml-nemo-espresso-ant_1376_v3

model_group: ChaiML/nemo_espresso_ant

status: torndown

timestamp: 2024-12-06T22:42:43+00:00

num_battles: 6343

num_wins: 3433

celo_rating: 1277.63

family_friendly_score: 0.5660000000000001

family_friendly_standard_error: 0.007009193962218481

submission_type: basic

model_repo: ChaiML/nemo_espresso_ant_llama_story_241205_albert_ez_v1_sft-3e128a

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6014548725349912, 'latency_mean': 1.6625501525402069, 'latency_p50': 1.6595348119735718, 'latency_p90': 1.83895583152771}, {'batch_size': 3, 'throughput': 1.114064095156872, 'latency_mean': 2.685374253988266, 'latency_p50': 2.67019522190094, 'latency_p90': 2.9774140119552612}, {'batch_size': 5, 'throughput': 1.3682128870023142, 'latency_mean': 3.632858324050903, 'latency_p50': 3.606789231300354, 'latency_p90': 4.156325006484986}, {'batch_size': 6, 'throughput': 1.4151797962318824, 'latency_mean': 4.214197078943252, 'latency_p50': 4.2208380699157715, 'latency_p90': 4.6793503046035765}, {'batch_size': 8, 'throughput': 1.4917627304327175, 'latency_mean': 5.343809642791748, 'latency_p50': 5.368115067481995, 'latency_p90': 6.012186741828918}, {'batch_size': 10, 'throughput': 1.5377688001662313, 'latency_mean': 6.456657098531723, 'latency_p50': 6.482059359550476, 'latency_p90': 7.33192617893219}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-ant_1376_v3

is_internal_developer: True

language_model: ChaiML/nemo_espresso_ant_llama_story_241205_albert_ez_v1_sft-3e128a

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2024-12-06

win_ratio: 0.5412265489516002

generation_params: {'temperature': 0.8, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>', '<|end_of_text|>', 'You:'], '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-espresso-ant-1376-v3-mkmlizer
Waiting for job on chaiml-nemo-espresso-ant-1376-v3-mkmlizer to finish
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: Downloaded to shared memory in 31.947s
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpl4itsitl, device:0
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: quantized model in 38.139s
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_ez_v1_sft-3e128a in 70.086s
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v3
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v3/config.json
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v3/special_tokens_map.json
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v3/tokenizer_config.json
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v3/tokenizer.json
chaiml-nemo-espresso-ant-1376-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v3/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-ant-1376-v3-mkmlizer completed after 94.84s with status: succeeded
Stopping job with name chaiml-nemo-espresso-ant-1376-v3-mkmlizer
Pipeline stage MKMLizer completed in 95.43s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-espresso-ant-1376-v3
Waiting for inference service chaiml-nemo-espresso-ant-1376-v3 to be ready
Inference service chaiml-nemo-espresso-ant-1376-v3 ready after 160.60484766960144s
Pipeline stage MKMLDeployer completed in 161.12s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0306215286254883s
Received healthy response to inference request in 1.674041748046875s
Received healthy response to inference request in 1.9670393466949463s
Received healthy response to inference request in 1.4130449295043945s
Received healthy response to inference request in 1.6409521102905273s
5 requests
0 failed requests
5th percentile: 1.4586263656616212
10th percentile: 1.5042078018188476
20th percentile: 1.5953706741333007
30th percentile: 1.6475700378417968
40th percentile: 1.660805892944336
50th percentile: 1.674041748046875
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70th percentile: 1.908439826965332
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90th percentile: 2.0051886558532717
95th percentile: 2.01790509223938
99th percentile: 2.0280782413482665
mean time: 1.7451399326324464
Pipeline stage StressChecker completed in 10.12s
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chaiml-nemo-espresso-ant_1376_v3 status is now torndown due to DeploymentManager action