udbhavbamba-nemo13b-dpo-v2

developer_uid: udbhavbamba

submission_id: udbhavbamba-nemo13b-dpo-v2_v2

model_name: dpo

model_group: udbhavbamba/nemo13b_dpo_

status: torndown

timestamp: 2025-03-23T08:18:57+00:00

num_battles: 8221

num_wins: 3939

celo_rating: 1266.03

family_friendly_score: 0.6115999999999999

family_friendly_standard_error: 0.006892683657328254

submission_type: basic

model_repo: udbhavbamba/nemo13b_dpo_v2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.5996761611703457, 'latency_mean': 1.6674940717220306, 'latency_p50': 1.6517866849899292, 'latency_p90': 1.8570716857910157}, {'batch_size': 3, 'throughput': 1.1067014077118715, 'latency_mean': 2.698034747838974, 'latency_p50': 2.693739891052246, 'latency_p90': 2.951218819618225}, {'batch_size': 5, 'throughput': 1.3289857104261276, 'latency_mean': 3.741504337787628, 'latency_p50': 3.7785240411758423, 'latency_p90': 4.161008858680725}, {'batch_size': 6, 'throughput': 1.3893604913548872, 'latency_mean': 4.296597760915756, 'latency_p50': 4.291158318519592, 'latency_p90': 4.855036878585815}, {'batch_size': 8, 'throughput': 1.4611088190384385, 'latency_mean': 5.4421893560886385, 'latency_p50': 5.412585735321045, 'latency_p90': 6.1668640851974486}, {'batch_size': 10, 'throughput': 1.4906424037667843, 'latency_mean': 6.6494493663311, 'latency_p50': 6.669936299324036, 'latency_p90': 7.504191470146179}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: dpo

is_internal_developer: False

language_model: udbhavbamba/nemo13b_dpo_v2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2025-03-23

win_ratio: 0.4791387909013502

generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.1, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['</s>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "<s>{bot_name}'s Persona: {memory}\n", 'prompt_template': '{prompt}', 'bot_template': '{bot_name}: {message}</s>', 'user_template': '[INST]{user_name}: {message}[/INST]', 'response_template': '{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 udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer
Waiting for job on udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer to finish
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║     _____            __           __                                ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║       /___/                                                         ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  https://mk1.ai                                                     ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  belonging to:                                                      ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  Chai Research Corp.                                                ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: Downloaded to shared memory in 29.584s
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwvybo8te, device:0
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: quantized model in 35.576s
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: Processed model udbhavbamba/nemo13b_dpo_v2 in 65.161s
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: creating bucket guanaco-mkml-models
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v2
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v2/config.json
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v2/special_tokens_map.json
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v2/tokenizer_config.json
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v2/tokenizer.json
udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v2/flywheel_model.0.safetensors
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Job udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer completed after 94.02s with status: succeeded
Stopping job with name udbhavbamba-nemo13b-dpo-v2-v2-mkmlizer
Pipeline stage MKMLizer completed in 94.52s
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Creating inference service udbhavbamba-nemo13b-dpo-v2-v2
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Inference service udbhavbamba-nemo13b-dpo-v2-v2 ready after 90.431387424469s
Pipeline stage MKMLDeployer completed in 91.01s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.6558783054351807s
Received healthy response to inference request in 1.822951316833496s
Received healthy response to inference request in 1.8288373947143555s
Received healthy response to inference request in 1.8934242725372314s
Received healthy response to inference request in 1.8459539413452148s
5 requests
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