cloudyu-chaiml-nemo-dpo-v17

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v17_v8

model_name: cloudyu-chaiml-nemo-dpo-v17_v4

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-12-06T09:43:31+00:00

num_battles: 14246

num_wins: 7404

celo_rating: 1276.18

family_friendly_score: 0.5508

family_friendly_standard_error: 0.007034477379308288

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V17

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6152977866186529, 'latency_mean': 1.6251515460014343, 'latency_p50': 1.62357497215271, 'latency_p90': 1.7800121784210206}, {'batch_size': 3, 'throughput': 1.1471697650000923, 'latency_mean': 2.608117173910141, 'latency_p50': 2.6028391122817993, 'latency_p90': 2.883982610702515}, {'batch_size': 5, 'throughput': 1.3971055556625718, 'latency_mean': 3.563345079421997, 'latency_p50': 3.586798310279846, 'latency_p90': 4.027543711662292}, {'batch_size': 6, 'throughput': 1.473692535067001, 'latency_mean': 4.057164114713669, 'latency_p50': 4.0653640031814575, 'latency_p90': 4.588108086585999}, {'batch_size': 8, 'throughput': 1.5508286871235317, 'latency_mean': 5.131986680030823, 'latency_p50': 5.176926970481873, 'latency_p90': 5.782471323013305}, {'batch_size': 10, 'throughput': 1.5762913677578358, 'latency_mean': 6.304353506565094, 'latency_p50': 6.392310261726379, 'latency_p90': 7.141544079780578}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v17_v4

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V17

model_size: 13B

ranking_group: single

throughput_3p7s: 1.43

us_pacific_date: 2024-12-06

win_ratio: 0.5197248350414151

generation_params: {'temperature': 1.1, '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-chaiml-nemo-dpo-v17-v8-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: Downloaded to shared memory in 25.169s
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmphfez6izs, device:0
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: quantized model in 35.708s
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V17 in 60.877s
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v8
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v8/config.json
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v8/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v8/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v8/tokenizer.json
cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v8/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer completed after 90.95s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v17-v8-mkmlizer
Pipeline stage MKMLizer completed in 93.71s
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Creating inference service cloudyu-chaiml-nemo-dpo-v17-v8
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Inference service cloudyu-chaiml-nemo-dpo-v17-v8 ready after 184.12176752090454s
Pipeline stage MKMLDeployer completed in 186.02s
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Received healthy response to inference request in 2.3739430904388428s
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Received healthy response to inference request in 2.3309831619262695s
Received healthy response to inference request in 2.112499952316284s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2682.30s
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cloudyu-chaiml-nemo-dpo-v17_v8 status is now inactive due to auto deactivation removed underperforming models