cloudyu-nemo-dpo-v10

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v10_v2

model_name: cloudyu-nemo-dpo-v10_v1

model_group: cloudyu/Nemo-DPO-v10

status: inactive

timestamp: 2024-12-03T13:52:46+00:00

num_battles: 14290

num_wins: 6818

celo_rating: 1247.39

family_friendly_score: 0.5824

family_friendly_standard_error: 0.0069743851341892505

submission_type: basic

model_repo: cloudyu/Nemo-DPO-v10

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6274242884438985, 'latency_mean': 1.5937504088878631, 'latency_p50': 1.5865322351455688, 'latency_p90': 1.7632481336593628}, {'batch_size': 3, 'throughput': 1.1658285733923646, 'latency_mean': 2.56971217751503, 'latency_p50': 2.5751755237579346, 'latency_p90': 2.8604968309402463}, {'batch_size': 5, 'throughput': 1.4024299802149327, 'latency_mean': 3.5412581396102905, 'latency_p50': 3.5444256067276, 'latency_p90': 3.910311794281006}, {'batch_size': 6, 'throughput': 1.5015585497361135, 'latency_mean': 3.9700499296188356, 'latency_p50': 3.974389433860779, 'latency_p90': 4.474990963935852}, {'batch_size': 8, 'throughput': 1.565687257547906, 'latency_mean': 5.067323036193848, 'latency_p50': 5.1213037967681885, 'latency_p90': 5.722669839859009}, {'batch_size': 10, 'throughput': 1.626762118386902, 'latency_mean': 6.106212030649186, 'latency_p50': 6.03664243221283, 'latency_p90': 7.021939754486084}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v10_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-v10

model_size: 13B

ranking_group: single

throughput_3p7s: 1.45

us_pacific_date: 2024-12-03

win_ratio: 0.47711686494051786

generation_params: {'temperature': 0.99, 'top_p': 0.99, '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-v10-v2-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v10-v2-mkmlizer to finish
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cloudyu-nemo-dpo-v10-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v10-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-nemo-dpo-v10-v2-mkmlizer: Downloaded to shared memory in 49.178s
cloudyu-nemo-dpo-v10-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpin_mbm0p, device:0
cloudyu-nemo-dpo-v10-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v10-v2-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v10-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v10-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v10-v2
cloudyu-nemo-dpo-v10-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v10-v2/config.json
cloudyu-nemo-dpo-v10-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v10-v2/special_tokens_map.json
cloudyu-nemo-dpo-v10-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v10-v2/tokenizer_config.json
cloudyu-nemo-dpo-v10-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v10-v2/tokenizer.json
cloudyu-nemo-dpo-v10-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v10-v2/flywheel_model.0.safetensors
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Job cloudyu-nemo-dpo-v10-v2-mkmlizer completed after 115.41s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v10-v2-mkmlizer
Pipeline stage MKMLizer completed in 115.91s
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Creating inference service cloudyu-nemo-dpo-v10-v2
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Inference service cloudyu-nemo-dpo-v10-v2 ready after 140.50946140289307s
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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 2.0334861278533936s
Received healthy response to inference request in 3.244379997253418s
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mean time: 5.821971893310547
%s, retrying in %s seconds...
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Received healthy response to inference request in 1.7391116619110107s
Received healthy response to inference request in 1.7156381607055664s
Received healthy response to inference request in 2.151975631713867s
Received healthy response to inference request in 2.0302817821502686s
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5th percentile: 1.632516098022461
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Pipeline stage StressChecker completed in 41.14s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3169.05s
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