chaiml-nemo-espresso-ant_1376

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-ant_1376_v1

model_name: chaiml-nemo-espresso-ant_1376_v1

model_group: ChaiML/nemo_espresso_ant

status: inactive

timestamp: 2024-12-06T22:41:43+00:00

num_battles: 6435

num_wins: 3417

celo_rating: 1272.63

family_friendly_score: 0.5674

family_friendly_standard_error: 0.007006528955196004

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': 0.604793445845417, 'latency_mean': 1.6533914589881897, 'latency_p50': 1.6644792556762695, 'latency_p90': 1.8030502319335937}, {'batch_size': 3, 'throughput': 1.1103795097654916, 'latency_mean': 2.6958941447734834, 'latency_p50': 2.6940125226974487, 'latency_p90': 2.9495357275009155}, {'batch_size': 5, 'throughput': 1.3447583920447834, 'latency_mean': 3.7111377608776093, 'latency_p50': 3.712465524673462, 'latency_p90': 4.140910387039185}, {'batch_size': 6, 'throughput': 1.407436382676987, 'latency_mean': 4.243293979167938, 'latency_p50': 4.257080554962158, 'latency_p90': 4.767031192779541}, {'batch_size': 8, 'throughput': 1.491234836782622, 'latency_mean': 5.333828109502792, 'latency_p50': 5.340576171875, 'latency_p90': 5.987790107727051}, {'batch_size': 10, 'throughput': 1.5099751615208914, 'latency_mean': 6.565188459157944, 'latency_p50': 6.564110040664673, 'latency_p90': 7.354935646057129}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-ant_1376_v1

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: 1.35

us_pacific_date: 2024-12-06

win_ratio: 0.531002331002331

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', '<|eot_id|>', '<|end_of_text|>', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '{memory}\n', 'prompt_template': '{prompt}\n', '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-v1-mkmlizer
Waiting for job on chaiml-nemo-espresso-ant-1376-v1-mkmlizer to finish
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: Downloaded to shared memory in 48.702s
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7ywklt9k, device:0
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: quantized model in 37.698s
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_ez_v1_sft-3e128a in 86.400s
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v1
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v1/config.json
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v1/special_tokens_map.json
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v1/tokenizer_config.json
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v1/tokenizer.json
chaiml-nemo-espresso-ant-1376-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-1376-v1/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-ant-1376-v1-mkmlizer completed after 115.81s with status: succeeded
Stopping job with name chaiml-nemo-espresso-ant-1376-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.35s
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Creating inference service chaiml-nemo-espresso-ant-1376-v1
Waiting for inference service chaiml-nemo-espresso-ant-1376-v1 to be ready
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Inference service chaiml-nemo-espresso-ant-1376-v1 ready after 170.93360924720764s
Pipeline stage MKMLDeployer completed in 171.59s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.7673726081848145s
Received healthy response to inference request in 2.02541184425354s
Received healthy response to inference request in 1.6442131996154785s
Received healthy response to inference request in 1.8414576053619385s
Received healthy response to inference request in 2.138685464859009s
5 requests
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5th percentile: 1.6836620807647704
10th percentile: 1.7231109619140625
20th percentile: 1.8020087242126466
30th percentile: 1.8782484531402588
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80th percentile: 2.6644228935241703
90th percentile: 3.7158977508544924
95th percentile: 4.241635179519653
99th percentile: 4.662225122451782
mean time: 2.483428144454956
Pipeline stage StressChecker completed in 13.96s
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chaiml-nemo-espresso-ant_1376_v1 status is now inactive due to auto deactivation removed underperforming models