cloudyu-chaiml-nemo-dpo-v3

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v3_v2

model_name: cloudyu-chaiml-nemo-dpo-v3_v2

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T07:55:42+00:00

num_battles: 18159

num_wins: 8674

celo_rating: 1243.26

family_friendly_score: 0.5771999999999999

family_friendly_standard_error: 0.0069862745437035325

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V3

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.609092804720863, 'latency_mean': 1.6417196047306062, 'latency_p50': 1.6568372249603271, 'latency_p90': 1.796048927307129}, {'batch_size': 3, 'throughput': 1.1334890725601434, 'latency_mean': 2.6404061985015868, 'latency_p50': 2.6474153995513916, 'latency_p90': 2.9123090028762815}, {'batch_size': 5, 'throughput': 1.348891544132338, 'latency_mean': 3.687710648775101, 'latency_p50': 3.730376362800598, 'latency_p90': 4.12139675617218}, {'batch_size': 6, 'throughput': 1.4429993018250828, 'latency_mean': 4.139958589076996, 'latency_p50': 4.165493011474609, 'latency_p90': 4.594270873069763}, {'batch_size': 8, 'throughput': 1.5006739188722815, 'latency_mean': 5.2990265512466435, 'latency_p50': 5.294904589653015, 'latency_p90': 5.945349812507629}, {'batch_size': 10, 'throughput': 1.535087563590529, 'latency_mean': 6.476097556352616, 'latency_p50': 6.478458046913147, 'latency_p90': 7.297338080406189}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v3_v2

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V3

model_size: 13B

ranking_group: single

throughput_3p7s: 1.36

us_pacific_date: 2024-11-23

win_ratio: 0.47766947519136516

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, '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': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: Downloaded to shared memory in 47.067s
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp48d_6arl, device:0
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: quantized model in 36.232s
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V3 in 83.298s
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v3-v2/config.json
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v3-v2/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v3-v2/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v3-v2/tokenizer.json
cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v3-v2/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer completed after 104.02s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v3-v2-mkmlizer
Pipeline stage MKMLizer completed in 104.51s
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HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
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cloudyu-chaiml-nemo-dpo-v3_v2 status is now inactive due to auto deactivation removed underperforming models