cloudyu-nemo-dpo-v20

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v20_v2

model_name: cloudyu-nemo-dpo-v20_v1

model_group: cloudyu/Nemo-DPO-V20

status: inactive

timestamp: 2024-12-16T14:11:46+00:00

num_battles: 14175

num_wins: 7439

celo_rating: 1280.37

family_friendly_score: 0.5624

family_friendly_standard_error: 0.007015785629564233

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': 0.6150652193131083, 'latency_mean': 1.6257541584968567, 'latency_p50': 1.6232229471206665, 'latency_p90': 1.789939260482788}, {'batch_size': 3, 'throughput': 1.1474746859276987, 'latency_mean': 2.609482923746109, 'latency_p50': 2.5987387895584106, 'latency_p90': 2.860051131248474}, {'batch_size': 5, 'throughput': 1.387155423974442, 'latency_mean': 3.591857078075409, 'latency_p50': 3.631060004234314, 'latency_p90': 3.968585658073425}, {'batch_size': 6, 'throughput': 1.4660027802821245, 'latency_mean': 4.064659057855606, 'latency_p50': 4.081573843955994, 'latency_p90': 4.505732846260071}, {'batch_size': 8, 'throughput': 1.5372376480073842, 'latency_mean': 5.179775013923645, 'latency_p50': 5.2050840854644775, 'latency_p90': 5.826881170272827}, {'batch_size': 10, 'throughput': 1.5689628347088065, 'latency_mean': 6.323661870956421, 'latency_p50': 6.336176633834839, 'latency_p90': 7.055754590034485}]

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: 1.41

us_pacific_date: 2024-12-16

win_ratio: 0.5247971781305114

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.01, '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-v2-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v20-v2-mkmlizer to finish
cloudyu-nemo-dpo-v20-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v20-v2-mkmlizer: Downloaded to shared memory in 35.926s
cloudyu-nemo-dpo-v20-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpeh3kbyrj, device:0
cloudyu-nemo-dpo-v20-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v20-v2-mkmlizer: quantized model in 35.852s
cloudyu-nemo-dpo-v20-v2-mkmlizer: Processed model cloudyu/Nemo-DPO-V20 in 71.778s
cloudyu-nemo-dpo-v20-v2-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v20-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v20-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v2
cloudyu-nemo-dpo-v20-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v2/config.json
cloudyu-nemo-dpo-v20-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v2/special_tokens_map.json
cloudyu-nemo-dpo-v20-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v2/tokenizer.json
cloudyu-nemo-dpo-v20-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v2/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v20-v2-mkmlizer: 
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Job cloudyu-nemo-dpo-v20-v2-mkmlizer completed after 104.62s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v20-v2-mkmlizer
Pipeline stage MKMLizer completed in 105.10s
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Creating inference service cloudyu-nemo-dpo-v20-v2
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Inference service cloudyu-nemo-dpo-v20-v2 ready after 220.83805990219116s
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HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 3.18894624710083s
Received healthy response to inference request in 2.5418756008148193s
Received healthy response to inference request in 2.08339786529541s
Received healthy response to inference request in 2.0972368717193604s
5 requests
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mean time: 6.007881116867066
%s, retrying in %s seconds...
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5th percentile: 1.7310216903686524
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Evaluating %s Family Friendly Score with %s threads
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