cloudyu-nemo-dpo-v21

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v21_v8

model_name: cloudyu-nemo-dpo-v21_v1

model_group: cloudyu/Nemo-DPO-V21

status: inactive

timestamp: 2024-12-18T01:05:22+00:00

num_battles: 14184

num_wins: 7431

celo_rating: 1281.56

family_friendly_score: 0.565

family_friendly_standard_error: 0.00701106268692557

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V21

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6144564470355064, 'latency_mean': 1.627399662733078, 'latency_p50': 1.6231200695037842, 'latency_p90': 1.7922118663787843}, {'batch_size': 3, 'throughput': 1.1510107751209897, 'latency_mean': 2.6009430074691773, 'latency_p50': 2.589661121368408, 'latency_p90': 2.8865481853485107}, {'batch_size': 5, 'throughput': 1.368689344457689, 'latency_mean': 3.6374071419239042, 'latency_p50': 3.6177380084991455, 'latency_p90': 4.027246427536011}, {'batch_size': 6, 'throughput': 1.438800249136586, 'latency_mean': 4.15110330581665, 'latency_p50': 4.182476758956909, 'latency_p90': 4.636381888389587}, {'batch_size': 8, 'throughput': 1.5057273110551994, 'latency_mean': 5.271900700330734, 'latency_p50': 5.256896138191223, 'latency_p90': 5.892705130577087}, {'batch_size': 10, 'throughput': 1.5385482374212247, 'latency_mean': 6.4534139931201935, 'latency_p50': 6.470921754837036, 'latency_p90': 7.34217598438263}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v21_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V21

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2024-12-17

win_ratio: 0.5239001692047377

generation_params: {'temperature': 1.25, '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-nemo-dpo-v21-v8-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v21-v8-mkmlizer to finish
cloudyu-nemo-dpo-v21-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v21-v8-mkmlizer: Downloaded to shared memory in 33.120s
cloudyu-nemo-dpo-v21-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzoeogzvo, device:0
cloudyu-nemo-dpo-v21-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v21-v8-mkmlizer: quantized model in 36.003s
cloudyu-nemo-dpo-v21-v8-mkmlizer: Processed model cloudyu/Nemo-DPO-V21 in 69.123s
cloudyu-nemo-dpo-v21-v8-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v21-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v21-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v8
cloudyu-nemo-dpo-v21-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v8/special_tokens_map.json
cloudyu-nemo-dpo-v21-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v8/config.json
cloudyu-nemo-dpo-v21-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v8/tokenizer_config.json
cloudyu-nemo-dpo-v21-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v8/tokenizer.json
cloudyu-nemo-dpo-v21-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v8/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v21-v8-mkmlizer: 
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Job cloudyu-nemo-dpo-v21-v8-mkmlizer completed after 94.12s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v21-v8-mkmlizer
Pipeline stage MKMLizer completed in 94.63s
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Pipeline stage MKMLTemplater completed in 0.17s
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Creating inference service cloudyu-nemo-dpo-v21-v8
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Inference service cloudyu-nemo-dpo-v21-v8 ready after 240.90483045578003s
Pipeline stage MKMLDeployer completed in 241.48s
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Received healthy response to inference request in 2.4189062118530273s
Received healthy response to inference request in 1.6389169692993164s
Received healthy response to inference request in 1.794513463973999s
Received healthy response to inference request in 2.0174930095672607s
Received healthy response to inference request in 1.7004377841949463s
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mean time: 1.91405348777771
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