alexxi19-ft-v1-nemo-base-dpo

developer_uid: leosheng

submission_id: alexxi19-ft-v1-nemo-base-dpo_v7

model_name: alexxi19-ft-v1-nemo-base-dpo_v7

model_group: alexxi19/ft-v1-nemo-base

status: torndown

timestamp: 2025-02-22T22:06:00+00:00

num_battles: 7568

num_wins: 3405

celo_rating: 1239.53

family_friendly_score: 0.5584

family_friendly_standard_error: 0.007022669577874214

submission_type: basic

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

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6038723906771303, 'latency_mean': 1.6558870840072633, 'latency_p50': 1.659692645072937, 'latency_p90': 1.8302139043807983}, {'batch_size': 3, 'throughput': 1.093080066257221, 'latency_mean': 2.7346383893489836, 'latency_p50': 2.716431498527527, 'latency_p90': 3.040725517272949}, {'batch_size': 5, 'throughput': 1.3225171401240983, 'latency_mean': 3.7542150580883025, 'latency_p50': 3.7567732334136963, 'latency_p90': 4.168480491638183}, {'batch_size': 6, 'throughput': 1.3933378664690317, 'latency_mean': 4.281687232255936, 'latency_p50': 4.279764890670776, 'latency_p90': 4.821452379226685}, {'batch_size': 8, 'throughput': 1.462495854557135, 'latency_mean': 5.441239084005356, 'latency_p50': 5.436849355697632, 'latency_p90': 6.228317284584045}, {'batch_size': 10, 'throughput': 1.5018408579324052, 'latency_mean': 6.603414281606674, 'latency_p50': 6.591205716133118, 'latency_p90': 7.460269117355346}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: alexxi19-ft-v1-nemo-base-dpo_v7

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 1.32

us_pacific_date: 2025-02-22

win_ratio: 0.44992071881606766

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'], '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-dpo-v7-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer to finish
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: Downloaded to shared memory in 50.109s
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp49ny1gjp, device:0
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: quantized model in 36.342s
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: Processed model alexxi19/ft-v1-nemo-base-dpo in 86.452s
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v7
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v7/config.json
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v7/special_tokens_map.json
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v7/tokenizer_config.json
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v7/tokenizer.json
alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v7/flywheel_model.0.safetensors
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Job alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer completed after 114.38s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-base-dpo-v7-mkmlizer
Pipeline stage MKMLizer completed in 114.81s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service alexxi19-ft-v1-nemo-base-dpo-v7
Waiting for inference service alexxi19-ft-v1-nemo-base-dpo-v7 to be ready
Inference service alexxi19-ft-v1-nemo-base-dpo-v7 ready after 230.92007851600647s
Pipeline stage MKMLDeployer completed in 231.39s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.200045108795166s
Received healthy response to inference request in 1.5694730281829834s
Received healthy response to inference request in 1.8014776706695557s
Received healthy response to inference request in 1.6183042526245117s
Received healthy response to inference request in 1.5541388988494873s
5 requests
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5th percentile: 1.5572057247161866
10th percentile: 1.5602725505828858
20th percentile: 1.5664062023162841
30th percentile: 1.579239273071289
40th percentile: 1.5987717628479003
50th percentile: 1.6183042526245117
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70th percentile: 1.7648429870605469
80th percentile: 1.8811911582946779
90th percentile: 2.040618133544922
95th percentile: 2.120331621170044
99th percentile: 2.1841024112701417
mean time: 1.7486877918243409
Pipeline stage StressChecker completed in 9.88s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4179.10s
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alexxi19-ft-v1-nemo-base-dpo_v7 status is now inactive due to auto deactivation removed underperforming models
alexxi19-ft-v1-nemo-base-dpo_v7 status is now torndown due to DeploymentManager action