developer_uid: azuruce
submission_id: chaiml-nemo-espresso-an_5543_v18
model_name: chaiml-nemo-espresso-an_5543_v18
model_group: ChaiML/nemo_espresso_ant
status: inactive
timestamp: 2024-12-09T07:54:08+00:00
num_battles: 12108
num_wins: 6163
celo_rating: 1272.28
family_friendly_score: 0.5836
family_friendly_standard_error: 0.0069715283833604235
submission_type: basic
model_repo: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6401859719930237, 'latency_mean': 1.5619778168201446, 'latency_p50': 1.5548819303512573, 'latency_p90': 1.7333481311798096}, {'batch_size': 3, 'throughput': 1.2717692123523983, 'latency_mean': 2.3512659108638765, 'latency_p50': 2.3531590700149536, 'latency_p90': 2.609280729293823}, {'batch_size': 5, 'throughput': 1.6117231859402876, 'latency_mean': 3.0883240056037904, 'latency_p50': 3.073456287384033, 'latency_p90': 3.4739455938339234}, {'batch_size': 6, 'throughput': 1.7145701331340792, 'latency_mean': 3.4685442900657653, 'latency_p50': 3.4495822191238403, 'latency_p90': 3.918242931365967}, {'batch_size': 8, 'throughput': 1.8665819179442684, 'latency_mean': 4.253888455629348, 'latency_p50': 4.267201542854309, 'latency_p90': 4.753479480743408}, {'batch_size': 10, 'throughput': 1.9709494091325521, 'latency_mean': 5.032471868991852, 'latency_p50': 5.011026740074158, 'latency_p90': 5.698061919212341}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nemo-espresso-an_5543_v18
is_internal_developer: True
language_model: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a
model_size: 13B
ranking_group: single
throughput_3p7s: 1.78
us_pacific_date: 2024-12-08
win_ratio: 0.5090023125206475
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], '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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-espresso-an-5543-v18-mkmlizer
Waiting for job on chaiml-nemo-espresso-an-5543-v18-mkmlizer to finish
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v18-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-an-5543-v18-mkmlizer: Downloaded to shared memory in 31.969s
chaiml-nemo-espresso-an-5543-v18-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpdzbz8i5l, device:0
chaiml-nemo-espresso-an-5543-v18-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-an-5543-v18-mkmlizer: quantized model in 36.568s
chaiml-nemo-espresso-an-5543-v18-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 68.537s
chaiml-nemo-espresso-an-5543-v18-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-an-5543-v18-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-an-5543-v18-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v18
chaiml-nemo-espresso-an-5543-v18-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v18/config.json
chaiml-nemo-espresso-an-5543-v18-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v18/special_tokens_map.json
chaiml-nemo-espresso-an-5543-v18-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v18/tokenizer_config.json
chaiml-nemo-espresso-an-5543-v18-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v18/tokenizer.json
chaiml-nemo-espresso-an-5543-v18-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v18/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-an-5543-v18-mkmlizer completed after 94.01s with status: succeeded
Stopping job with name chaiml-nemo-espresso-an-5543-v18-mkmlizer
Pipeline stage MKMLizer completed in 94.50s
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Creating inference service chaiml-nemo-espresso-an-5543-v18
Waiting for inference service chaiml-nemo-espresso-an-5543-v18 to be ready
Inference service chaiml-nemo-espresso-an-5543-v18 ready after 180.80283784866333s
Pipeline stage MKMLDeployer completed in 181.30s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.422377109527588s
Received healthy response to inference request in 1.6043705940246582s
Received healthy response to inference request in 1.6717102527618408s
Received healthy response to inference request in 1.430750846862793s
Received healthy response to inference request in 1.5860950946807861s
5 requests
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5th percentile: 1.4618196964263916
10th percentile: 1.4928885459899903
20th percentile: 1.5550262451171875
30th percentile: 1.5897501945495605
40th percentile: 1.5970603942871093
50th percentile: 1.6043705940246582
60th percentile: 1.6313064575195313
70th percentile: 1.6582423210144044
80th percentile: 1.8218436241149905
90th percentile: 2.122110366821289
95th percentile: 2.2722437381744385
99th percentile: 2.392350435256958
mean time: 1.7430607795715332
Pipeline stage StressChecker completed in 10.39s
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chaiml-nemo-espresso-an_5543_v18 status is now inactive due to auto deactivation removed underperforming models