submission_id: cloudyu-chaiml-nemo-dpo-v5_v1
developer_uid: cloudyu
best_of: 8
celo_rating: 1255.52
display_name: cloudyu-chaiml-nemo-dpo-v5_v1
family_friendly_score: 0.5654
family_friendly_standard_error: 0.007010318680345424
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}
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}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: False
language_model: cloudyu/ChaiML-Nemo-DPO-V5
latencies: [{'batch_size': 1, 'throughput': 0.6193102425352099, 'latency_mean': 1.6146234595775604, 'latency_p50': 1.6129730939865112, 'latency_p90': 1.774145770072937}, {'batch_size': 3, 'throughput': 1.1444495548329316, 'latency_mean': 2.616577396392822, 'latency_p50': 2.5980929136276245, 'latency_p90': 2.8540401220321656}, {'batch_size': 5, 'throughput': 1.3753447574871638, 'latency_mean': 3.6199349510669707, 'latency_p50': 3.615546703338623, 'latency_p90': 4.029725956916809}, {'batch_size': 6, 'throughput': 1.4526432324628447, 'latency_mean': 4.102038463354111, 'latency_p50': 4.102054834365845, 'latency_p90': 4.594160413742065}, {'batch_size': 8, 'throughput': 1.5097553262284409, 'latency_mean': 5.270509643554687, 'latency_p50': 5.245238423347473, 'latency_p90': 5.922373247146607}, {'batch_size': 10, 'throughput': 1.5505757155190953, 'latency_mean': 6.405979138612747, 'latency_p50': 6.464808464050293, 'latency_p90': 7.332541036605835}]
max_input_tokens: 1024
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: cloudyu/ChaiML-Nemo-DPO-
model_name: cloudyu-chaiml-nemo-dpo-v5_v1
model_num_parameters: 12772070400.0
model_repo: cloudyu/ChaiML-Nemo-DPO-V5
model_size: 13B
num_battles: 15665
num_wins: 7795
ranking_group: single
status: inactive
submission_type: basic
throughput_3p7s: 1.4
timestamp: 2024-11-24T09:52:14+00:00
us_pacific_date: 2024-11-24
win_ratio: 0.4976061283115225
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-v5-v1-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ _____ __ __ ║
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cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ /___/ ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ Version: 0.11.12 ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ https://mk1.ai ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ The license key for the current software has been verified as ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ belonging to: ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ Chai Research Corp. ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: Downloaded to shared memory in 49.189s
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpvdc7gawj, device:0
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: quantized model in 36.216s
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V5 in 85.405s
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v1
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v1/config.json
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v1/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v1/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v1/tokenizer.json
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Job cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer completed after 115.18s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v5-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.68s
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Inference service cloudyu-chaiml-nemo-dpo-v5-v1 ready after 120.44619727134705s
Pipeline stage MKMLDeployer completed in 120.88s
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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!
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99th percentile: 19.416441736221312
mean time: 5.643414258956909
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Received healthy response to inference request in 1.8452024459838867s
Received healthy response to inference request in 1.6685919761657715s
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5th percentile: 1.2270365715026856
10th percentile: 1.337425422668457
20th percentile: 1.558203125
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80th percentile: 1.8733017921447754
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mean time: 1.6602873802185059
Pipeline stage StressChecker completed in 38.86s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2775.04s
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cloudyu-chaiml-nemo-dpo-v5_v1 status is now inactive due to auto deactivation removed underperforming models