developer_uid: azuruce
submission_id: chaiml-nemo-espresso-an_5543_v15
model_name: chaiml-nemo-espresso-an_5543_v15
model_group: ChaiML/nemo_espresso_ant
status: inactive
timestamp: 2024-12-07T07:21:02+00:00
num_battles: 16184
num_wins: 8313
celo_rating: 1273.87
family_friendly_score: 0.5840000000000001
family_friendly_standard_error: 0.006970566691453429
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': 0.6385353220933366, 'latency_mean': 1.5660153663158416, 'latency_p50': 1.5717800855636597, 'latency_p90': 1.7289283037185668}, {'batch_size': 3, 'throughput': 1.2814417686390913, 'latency_mean': 2.336104761362076, 'latency_p50': 2.33161199092865, 'latency_p90': 2.576418900489807}, {'batch_size': 5, 'throughput': 1.6295608545347897, 'latency_mean': 3.0580205941200256, 'latency_p50': 3.059459686279297, 'latency_p90': 3.4316335916519165}, {'batch_size': 6, 'throughput': 1.7184729978084277, 'latency_mean': 3.475847636461258, 'latency_p50': 3.491296887397766, 'latency_p90': 3.895866370201111}, {'batch_size': 8, 'throughput': 1.907784117933195, 'latency_mean': 4.181499742269516, 'latency_p50': 4.15987491607666, 'latency_p90': 4.703217911720276}, {'batch_size': 10, 'throughput': 1.9736932952199717, 'latency_mean': 5.03698081612587, 'latency_p50': 5.0002992153167725, 'latency_p90': 5.734933233261108}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nemo-espresso-an_5543_v15
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: 1.79
us_pacific_date: 2024-12-06
win_ratio: 0.5136554621848739
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-v15-mkmlizer
Waiting for job on chaiml-nemo-espresso-an-5543-v15-mkmlizer to finish
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v15-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-an-5543-v15-mkmlizer: Downloaded to shared memory in 46.507s
chaiml-nemo-espresso-an-5543-v15-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzk5eh2pc, device:0
chaiml-nemo-espresso-an-5543-v15-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-an-5543-v15-mkmlizer: quantized model in 35.609s
chaiml-nemo-espresso-an-5543-v15-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 82.117s
chaiml-nemo-espresso-an-5543-v15-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-an-5543-v15-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-an-5543-v15-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v15
chaiml-nemo-espresso-an-5543-v15-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v15/config.json
chaiml-nemo-espresso-an-5543-v15-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v15/special_tokens_map.json
chaiml-nemo-espresso-an-5543-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v15/tokenizer_config.json
chaiml-nemo-espresso-an-5543-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v15/tokenizer.json
chaiml-nemo-espresso-an-5543-v15-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v15/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-an-5543-v15-mkmlizer completed after 104.98s with status: succeeded
Stopping job with name chaiml-nemo-espresso-an-5543-v15-mkmlizer
Pipeline stage MKMLizer completed in 105.51s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-espresso-an-5543-v15
Waiting for inference service chaiml-nemo-espresso-an-5543-v15 to be ready
Failed to get response for submission function_nopar_2024-12-07: no entry with id "fakey_test" found on database!
Inference service chaiml-nemo-espresso-an-5543-v15 ready after 180.63565135002136s
Pipeline stage MKMLDeployer completed in 181.33s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8109486103057861s
Received healthy response to inference request in 1.5587043762207031s
Received healthy response to inference request in 1.3811845779418945s
Received healthy response to inference request in 1.3615500926971436s
Received healthy response to inference request in 1.6816730499267578s
5 requests
0 failed requests
5th percentile: 1.3654769897460937
10th percentile: 1.369403886795044
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50th percentile: 1.5587043762207031
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70th percentile: 1.657079315185547
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90th percentile: 1.7592383861541747
95th percentile: 1.7850934982299804
99th percentile: 1.805777587890625
mean time: 1.558812141418457
Pipeline stage StressChecker completed in 9.07s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2550.22s
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chaiml-nemo-espresso-an_5543_v15 status is now inactive due to auto deactivation removed underperforming models