cloudyu-chaiml-nemo-dpo-v9

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v9_v2

model_name: cloudyu-chaiml-nemo-dpo-v9_v2

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T15:31:18+00:00

num_battles: 35658

num_wins: 17864

celo_rating: 1262.91

family_friendly_score: 0.5549999999999999

family_friendly_standard_error: 0.007028157653325657

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V9

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6047613372822386, 'latency_mean': 1.6534803295135498, 'latency_p50': 1.6552015542984009, 'latency_p90': 1.8158040285110473}, {'batch_size': 3, 'throughput': 1.1022349060041259, 'latency_mean': 2.7144735717773436, 'latency_p50': 2.7107032537460327, 'latency_p90': 2.9953797101974486}, {'batch_size': 5, 'throughput': 1.3504207995320296, 'latency_mean': 3.6914579570293427, 'latency_p50': 3.670273542404175, 'latency_p90': 4.165258622169494}, {'batch_size': 6, 'throughput': 1.3963787976852766, 'latency_mean': 4.269284702539444, 'latency_p50': 4.30929958820343, 'latency_p90': 4.769730281829834}, {'batch_size': 8, 'throughput': 1.4728215108299823, 'latency_mean': 5.389370834827423, 'latency_p50': 5.370344400405884, 'latency_p90': 6.10142638683319}, {'batch_size': 10, 'throughput': 1.5066673017871144, 'latency_mean': 6.592585998773575, 'latency_p50': 6.574201345443726, 'latency_p90': 7.474874281883239}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v9_v2

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V9

model_size: 13B

ranking_group: single

throughput_3p7s: 1.36

us_pacific_date: 2024-11-24

win_ratio: 0.5009815469179427

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-chaiml-nemo-dpo-v9-v2-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: Downloaded to shared memory in 36.097s
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpup8ebx00, device:0
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: quantized model in 35.561s
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V9 in 71.658s
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v2
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v2/config.json
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v2/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v2/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v2/tokenizer.json
cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v2/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer completed after 94.07s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v9-v2-mkmlizer
Pipeline stage MKMLizer completed in 94.61s
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Creating inference service cloudyu-chaiml-nemo-dpo-v9-v2
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Inference service cloudyu-chaiml-nemo-dpo-v9-v2 ready after 120.43004751205444s
Pipeline stage MKMLDeployer completed in 120.97s
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Received healthy response to inference request in 1.9659614562988281s
Received healthy response to inference request in 2.9123504161834717s
5 requests
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5th percentile: 1.667789840698242
10th percentile: 1.6751354217529297
20th percentile: 1.6898265838623048
30th percentile: 1.7509300231933593
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90th percentile: 2.7139096736907957
95th percentile: 2.8131300449371337
99th percentile: 2.892506341934204
mean time: 2.1304353713989257
Pipeline stage StressChecker completed in 12.07s
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cloudyu-chaiml-nemo-dpo-v9_v2 status is now inactive due to auto deactivation removed underperforming models