developer_uid: azuruce
submission_id: chaiml-espresso-ant-llam_6735_v2
model_name: chaiml-espresso-ant-llam_6735_v2
model_group: ChaiML/espresso_ant_llam
status: inactive
timestamp: 2024-12-06T01:43:12+00:00
num_battles: 8711
num_wins: 4414
celo_rating: 1267.88
family_friendly_score: 0.5880000000000001
family_friendly_standard_error: 0.00696068962100739
submission_type: basic
model_repo: ChaiML/espresso_ant_llama_241204_albert_v2_sft_3epoch_128alpha
model_architecture: MistralForCausalLM
model_num_parameters: 22247282688.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.3885227344248434, 'latency_mean': 2.573788831233978, 'latency_p50': 2.570038676261902, 'latency_p90': 2.8466442346572878}, {'batch_size': 3, 'throughput': 0.8148238785499979, 'latency_mean': 3.661741917133331, 'latency_p50': 3.6761103868484497, 'latency_p90': 4.011518287658691}, {'batch_size': 5, 'throughput': 1.0883286655919806, 'latency_mean': 4.56948424577713, 'latency_p50': 4.563036680221558, 'latency_p90': 5.116857743263244}, {'batch_size': 6, 'throughput': 1.1692757556142905, 'latency_mean': 5.106795467138291, 'latency_p50': 5.110004901885986, 'latency_p90': 5.660249543190003}, {'batch_size': 10, 'throughput': 1.380853642822297, 'latency_mean': 7.188460997343063, 'latency_p50': 7.130412220954895, 'latency_p90': 8.085334324836731}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-espresso-ant-llam_6735_v2
is_internal_developer: True
language_model: ChaiML/espresso_ant_llama_241204_albert_v2_sft_3epoch_128alpha
model_size: 22B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2024-12-05
win_ratio: 0.5067156468832511
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-espresso-ant-llam-6735-v2-mkmlizer
Waiting for job on chaiml-espresso-ant-llam-6735-v2-mkmlizer to finish
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║       /___/                                                         ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-6735-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-espresso-ant-llam-6735-v2-mkmlizer: Downloaded to shared memory in 63.602s
chaiml-espresso-ant-llam-6735-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpn2vm2n8j, device:0
chaiml-espresso-ant-llam-6735-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-espresso-ant-llam-6735-v2-mkmlizer: quantized model in 44.725s
chaiml-espresso-ant-llam-6735-v2-mkmlizer: Processed model ChaiML/espresso_ant_llama_241204_albert_v2_sft_3epoch_128alpha in 108.327s
chaiml-espresso-ant-llam-6735-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v2/config.json
chaiml-espresso-ant-llam-6735-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v2/special_tokens_map.json
chaiml-espresso-ant-llam-6735-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v2/tokenizer_config.json
chaiml-espresso-ant-llam-6735-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v2/tokenizer.json
chaiml-espresso-ant-llam-6735-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v2/flywheel_model.1.safetensors
chaiml-espresso-ant-llam-6735-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v2/flywheel_model.0.safetensors
Job chaiml-espresso-ant-llam-6735-v2-mkmlizer completed after 144.22s with status: succeeded
Stopping job with name chaiml-espresso-ant-llam-6735-v2-mkmlizer
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Inference service chaiml-espresso-ant-llam-6735-v2 ready after 191.59259963035583s
Pipeline stage MKMLDeployer completed in 193.39s
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Received healthy response to inference request in 3.220517635345459s
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5th percentile: 2.255524682998657
10th percentile: 2.2754374504089356
20th percentile: 2.3152629852294924
30th percentile: 2.3541023254394533
40th percentile: 2.3919554710388184
50th percentile: 2.4298086166381836
60th percentile: 2.6205172538757324
70th percentile: 2.8112258911132812
80th percentile: 2.9693676948547365
90th percentile: 3.0949426651000977
95th percentile: 3.157730150222778
99th percentile: 3.2079601383209226
mean time: 2.6255388259887695
Pipeline stage StressChecker completed in 14.49s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3069.13s
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chaiml-espresso-ant-llam_6735_v2 status is now inactive due to auto deactivation removed underperforming models