alexxi19-ft-v1-nemo-base-dpo

developer_uid: leosheng

submission_id: alexxi19-ft-v1-nemo-base-dpo_v8

model_name: alexxi19-ft-v1-nemo-base-dpo_v8

model_group: alexxi19/ft-v1-nemo-base

status: torndown

timestamp: 2025-02-25T05:16:28+00:00

num_battles: 6564

num_wins: 3024

celo_rating: 1246.69

family_friendly_score: 0.5586

family_friendly_standard_error: 0.0070223363633480276

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

latencies: [{'batch_size': 1, 'throughput': 0.606322549238928, 'latency_mean': 1.6492151141166687, 'latency_p50': 1.6573940515518188, 'latency_p90': 1.8035925149917602}, {'batch_size': 3, 'throughput': 1.1095035732393104, 'latency_mean': 2.7002689361572267, 'latency_p50': 2.716101050376892, 'latency_p90': 2.9454159498214723}, {'batch_size': 5, 'throughput': 1.3437239062160546, 'latency_mean': 3.7142499697208406, 'latency_p50': 3.733054757118225, 'latency_p90': 4.140188193321228}, {'batch_size': 6, 'throughput': 1.4028882381837522, 'latency_mean': 4.254473950862884, 'latency_p50': 4.278637409210205, 'latency_p90': 4.7428910493850704}, {'batch_size': 8, 'throughput': 1.4747028431161133, 'latency_mean': 5.391948379278183, 'latency_p50': 5.425908088684082, 'latency_p90': 6.054812383651734}, {'batch_size': 10, 'throughput': 1.5198647782202046, 'latency_mean': 6.530629229545593, 'latency_p50': 6.462309956550598, 'latency_p90': 7.300274729728699}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: alexxi19-ft-v1-nemo-base-dpo_v8

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 1.34

us_pacific_date: 2025-02-24

win_ratio: 0.4606946983546618

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-v8-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer to finish
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: Downloaded to shared memory in 48.565s
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyowooa_t, device:0
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: quantized model in 36.319s
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: Processed model alexxi19/ft-v1-nemo-base-dpo in 84.885s
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v8
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v8/config.json
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v8/special_tokens_map.json
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v8/tokenizer_config.json
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v8/tokenizer.json
alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v8/flywheel_model.0.safetensors
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Job alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer completed after 114.18s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-base-dpo-v8-mkmlizer
Pipeline stage MKMLizer completed in 114.64s
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Creating inference service alexxi19-ft-v1-nemo-base-dpo-v8
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Inference service alexxi19-ft-v1-nemo-base-dpo-v8 ready after 251.03622841835022s
Pipeline stage MKMLDeployer completed in 251.56s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3384006023406982s
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Received healthy response to inference request in 1.5523808002471924s
Received healthy response to inference request in 1.6679348945617676s
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5th percentile: 1.5744300365447998
10th percentile: 1.5964792728424073
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mean time: 1.7839863777160645
Pipeline stage StressChecker completed in 10.20s
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