cloudyu-chaiml-nemo-dpo-v4

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v4_v1

model_name: cloudyu-chaiml-nemo-dpo-v4_v1

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T08:51:37+00:00

num_battles: 16541

num_wins: 8100

celo_rating: 1256.64

family_friendly_score: 0.5700000000000001

family_friendly_standard_error: 0.007001428425685719

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V4

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6234796181465907, 'latency_mean': 1.6038403761386872, 'latency_p50': 1.6013739109039307, 'latency_p90': 1.7719849586486816}, {'batch_size': 3, 'throughput': 1.151581699580121, 'latency_mean': 2.603059504032135, 'latency_p50': 2.6186341047286987, 'latency_p90': 2.8892526149749758}, {'batch_size': 5, 'throughput': 1.3942892350216454, 'latency_mean': 3.5709588861465456, 'latency_p50': 3.621836304664612, 'latency_p90': 3.938902974128723}, {'batch_size': 6, 'throughput': 1.4821334195316025, 'latency_mean': 4.023398352861404, 'latency_p50': 4.027257919311523, 'latency_p90': 4.552429056167602}, {'batch_size': 8, 'throughput': 1.552003933204853, 'latency_mean': 5.121212490797043, 'latency_p50': 5.186432838439941, 'latency_p90': 5.7353174686431885}, {'batch_size': 10, 'throughput': 1.5876725984052726, 'latency_mean': 6.252645950317383, 'latency_p50': 6.238181233406067, 'latency_p90': 7.065692353248596}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v4_v1

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V4

model_size: 13B

ranking_group: single

throughput_3p7s: 1.43

us_pacific_date: 2024-11-24

win_ratio: 0.48969227978961366

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': "{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-v4-v1-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: Downloaded to shared memory in 47.349s
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfvrap3ay, device:0
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: quantized model in 36.303s
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V4 in 83.653s
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v1
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v1/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v1/tokenizer.json
cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v1/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer completed after 104.66s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v4-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.20s
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Inference service cloudyu-chaiml-nemo-dpo-v4-v1 ready after 120.47073268890381s
Pipeline stage MKMLDeployer completed in 121.33s
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cloudyu-chaiml-nemo-dpo-v4_v1 status is now inactive due to auto deactivation removed underperforming models