developer_uid: azuruce
submission_id: chaiml-nemo-espresso-sto_6854_v1
model_name: chaiml-nemo-espresso-sto_6854_v1
model_group: ChaiML/nemo-espresso_sto
status: inactive
timestamp: 2024-12-06T01:42:04+00:00
num_battles: 7198
num_wins: 3662
celo_rating: 1274.62
family_friendly_score: 0.5776
family_friendly_standard_error: 0.006985388178190243
submission_type: basic
model_repo: ChaiML/nemo-espresso_story_241205_albert_v1_sft_2epoch_128alpha
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6388386444509698, 'latency_mean': 1.5652537846565246, 'latency_p50': 1.5549607276916504, 'latency_p90': 1.7313377618789674}, {'batch_size': 3, 'throughput': 1.2815000018530602, 'latency_mean': 2.340308132171631, 'latency_p50': 2.3238109350204468, 'latency_p90': 2.631631302833557}, {'batch_size': 5, 'throughput': 1.6151050931897575, 'latency_mean': 3.0799475157260896, 'latency_p50': 3.06581974029541, 'latency_p90': 3.461099815368652}, {'batch_size': 6, 'throughput': 1.7283840912729003, 'latency_mean': 3.4480551683902743, 'latency_p50': 3.454947590827942, 'latency_p90': 3.8741274833679196}, {'batch_size': 8, 'throughput': 1.8893840842595218, 'latency_mean': 4.205570526123047, 'latency_p50': 4.181479573249817, 'latency_p90': 4.750408744812011}, {'batch_size': 10, 'throughput': 1.960426370805145, 'latency_mean': 5.047318036556244, 'latency_p50': 5.04395604133606, 'latency_p90': 5.792024850845337}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nemo-espresso-sto_6854_v1
is_internal_developer: True
language_model: ChaiML/nemo-espresso_story_241205_albert_v1_sft_2epoch_128alpha
model_size: 13B
ranking_group: single
throughput_3p7s: 1.8
us_pacific_date: 2024-12-05
win_ratio: 0.5087524312308974
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', '</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
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Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-espresso-sto-6854-v1-mkmlizer
Waiting for job on chaiml-nemo-espresso-sto-6854-v1-mkmlizer to finish
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: Downloaded to shared memory in 41.823s
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpygzu0_r3, device:0
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: quantized model in 40.481s
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: Processed model ChaiML/nemo-espresso_story_241205_albert_v1_sft_2epoch_128alpha in 82.304s
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-sto-6854-v1
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-sto-6854-v1/config.json
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-sto-6854-v1/special_tokens_map.json
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-sto-6854-v1/tokenizer_config.json
chaiml-nemo-espresso-sto-6854-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-sto-6854-v1/tokenizer.json
Job chaiml-nemo-espresso-sto-6854-v1-mkmlizer completed after 155.42s with status: succeeded
Stopping job with name chaiml-nemo-espresso-sto-6854-v1-mkmlizer
Pipeline stage MKMLizer completed in 157.26s
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Inference service chaiml-nemo-espresso-sto-6854-v1 ready after 189.3652536869049s
Pipeline stage MKMLDeployer completed in 191.12s
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Received healthy response to inference request in 1.353966236114502s
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30th percentile: 1.3828272342681884
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mean time: 1.6250476837158203
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2287.21s
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chaiml-nemo-espresso-sto_6854_v1 status is now inactive due to auto deactivation removed underperforming models