alexxi19-ft-v1-nemo-base-lora

developer_uid: leosheng

submission_id: alexxi19-ft-v1-nemo-base-lora_v4

model_name: alexxi19-ft-v1-nemo-base-lora_v4

model_group: alexxi19/ft-v1-nemo-base

status: torndown

timestamp: 2025-02-22T22:21:36+00:00

num_battles: 11569

num_wins: 5234

celo_rating: 1241.99

family_friendly_score: 0.5508

family_friendly_standard_error: 0.007034477379308288

submission_type: basic

model_repo: alexxi19/ft-v1-nemo-base-lora

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6026329830758814, 'latency_mean': 1.6593097960948944, 'latency_p50': 1.6665092706680298, 'latency_p90': 1.8333256721496582}, {'batch_size': 3, 'throughput': 1.099951695453497, 'latency_mean': 2.7171707165241243, 'latency_p50': 2.7365278005599976, 'latency_p90': 2.9950905084609984}, {'batch_size': 5, 'throughput': 1.334035931918063, 'latency_mean': 3.7312036466598513, 'latency_p50': 3.7406073808670044, 'latency_p90': 4.180595421791076}, {'batch_size': 6, 'throughput': 1.407199584592851, 'latency_mean': 4.243802671432495, 'latency_p50': 4.223846435546875, 'latency_p90': 4.741726922988891}, {'batch_size': 8, 'throughput': 1.4618032929096123, 'latency_mean': 5.430990396738053, 'latency_p50': 5.483323335647583, 'latency_p90': 6.070260310173035}, {'batch_size': 10, 'throughput': 1.4989106489718353, 'latency_mean': 6.630402677059173, 'latency_p50': 6.598988771438599, 'latency_p90': 7.597065472602844}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: alexxi19-ft-v1-nemo-base-lora_v4

is_internal_developer: False

language_model: alexxi19/ft-v1-nemo-base-lora

model_size: 13B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2025-02-22

win_ratio: 0.4524159391477224

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<br>\n', '<br>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{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 alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer to finish
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: Downloaded to shared memory in 67.099s
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpg_0fbm2a, device:0
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: quantized model in 35.484s
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: Processed model alexxi19/ft-v1-nemo-base-lora in 102.583s
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v4
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v4/config.json
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v4/special_tokens_map.json
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v4/tokenizer_config.json
alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v4/flywheel_model.0.safetensors
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Job alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer completed after 124.93s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-base-lora-v4-mkmlizer
Pipeline stage MKMLizer completed in 125.51s
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Inference service alexxi19-ft-v1-nemo-base-lora-v4 ready after 230.80077123641968s
Pipeline stage MKMLDeployer completed in 231.36s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.452911138534546s
Received healthy response to inference request in 1.6848289966583252s
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Received healthy response to inference request in 1.9050147533416748s
Received healthy response to inference request in 1.6746068000793457s
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5th percentile: 1.6766512393951416
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mean time: 1.8976987838745116
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