cloudyu-nemo-dpo-v20

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v20_v3

model_name: cloudyu-nemo-dpo-v20_v1

model_group: cloudyu/Nemo-DPO-V20

status: inactive

timestamp: 2024-12-16T14:41:37+00:00

num_battles: 12485

num_wins: 6448

celo_rating: 1275.59

family_friendly_score: 0.562

family_friendly_standard_error: 0.00701649485141976

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V20

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6173517225696569, 'latency_mean': 1.6197644197940826, 'latency_p50': 1.6070386171340942, 'latency_p90': 1.7894963502883912}, {'batch_size': 3, 'throughput': 1.1425326011933585, 'latency_mean': 2.620935473442078, 'latency_p50': 2.627113699913025, 'latency_p90': 2.9248717784881593}, {'batch_size': 5, 'throughput': 1.3820490364751992, 'latency_mean': 3.599604340791702, 'latency_p50': 3.579520106315613, 'latency_p90': 4.063385057449341}, {'batch_size': 6, 'throughput': 1.4546708371121528, 'latency_mean': 4.111487194299698, 'latency_p50': 4.100148439407349, 'latency_p90': 4.520485281944275}, {'batch_size': 8, 'throughput': 1.530665161054812, 'latency_mean': 5.1900948822498325, 'latency_p50': 5.15337347984314, 'latency_p90': 5.8708209037780765}, {'batch_size': 10, 'throughput': 1.5463595158089478, 'latency_mean': 6.410782704353332, 'latency_p50': 6.450120687484741, 'latency_p90': 7.3420597314834595}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v20_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V20

model_size: 13B

ranking_group: single

throughput_3p7s: 1.4

us_pacific_date: 2024-12-16

win_ratio: 0.5164597517020425

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-nemo-dpo-v20-v3-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v20-v3-mkmlizer to finish
cloudyu-nemo-dpo-v20-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v20-v3-mkmlizer: Downloaded to shared memory in 50.139s
cloudyu-nemo-dpo-v20-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpqf8b0k6g, device:0
cloudyu-nemo-dpo-v20-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v20-v3-mkmlizer: quantized model in 36.523s
cloudyu-nemo-dpo-v20-v3-mkmlizer: Processed model cloudyu/Nemo-DPO-V20 in 86.663s
cloudyu-nemo-dpo-v20-v3-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v20-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v20-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v3
cloudyu-nemo-dpo-v20-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v3/config.json
cloudyu-nemo-dpo-v20-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v3/special_tokens_map.json
cloudyu-nemo-dpo-v20-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v3/tokenizer_config.json
cloudyu-nemo-dpo-v20-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v3/tokenizer.json
cloudyu-nemo-dpo-v20-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v3/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v20-v3-mkmlizer: 
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Job cloudyu-nemo-dpo-v20-v3-mkmlizer completed after 115.23s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v20-v3-mkmlizer
Pipeline stage MKMLizer completed in 115.79s
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Creating inference service cloudyu-nemo-dpo-v20-v3
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Inference service cloudyu-nemo-dpo-v20-v3 ready after 220.83029127120972s
Pipeline stage MKMLDeployer completed in 221.39s
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Running pipeline stage StressChecker
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mean time: 2.108842945098877
Pipeline stage StressChecker completed in 11.88s
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