cloudyu-chaiml-nemo-dpo-v9

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v9_v5

model_name: cloudyu-chaiml-nemo-dpo-v9_v5

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-12-03T03:36:51+00:00

num_battles: 13826

num_wins: 7079

celo_rating: 1271.82

family_friendly_score: 0.5626

family_friendly_standard_error: 0.0070154292812343285

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': 0.6157818321712009, 'latency_mean': 1.6238838529586792, 'latency_p50': 1.612646460533142, 'latency_p90': 1.8019252061843871}, {'batch_size': 3, 'throughput': 1.1484073054548323, 'latency_mean': 2.603204001188278, 'latency_p50': 2.6027402877807617, 'latency_p90': 2.8597187757492066}, {'batch_size': 5, 'throughput': 1.3919917931935266, 'latency_mean': 3.576486797332764, 'latency_p50': 3.584008574485779, 'latency_p90': 4.007773685455322}, {'batch_size': 6, 'throughput': 1.4637805391384793, 'latency_mean': 4.080601254701614, 'latency_p50': 4.093540668487549, 'latency_p90': 4.615571141242981}, {'batch_size': 8, 'throughput': 1.5393452384775386, 'latency_mean': 5.172959585189819, 'latency_p50': 5.172858238220215, 'latency_p90': 5.7932531356811525}, {'batch_size': 10, 'throughput': 1.5703118692819031, 'latency_mean': 6.320393075942993, 'latency_p50': 6.272089600563049, 'latency_p90': 7.147075533866882}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v9_v5

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V9

model_size: 13B

ranking_group: single

throughput_3p7s: 1.42

us_pacific_date: 2024-12-02

win_ratio: 0.5120063648199046

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-chaiml-nemo-dpo-v9-v5-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: Downloaded to shared memory in 54.666s
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbpu5nsjg, device:0
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: quantized model in 35.743s
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V9 in 90.410s
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v5
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v5/config.json
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v5/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v5/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v5/tokenizer.json
cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v5/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer completed after 115.04s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v9-v5-mkmlizer
Pipeline stage MKMLizer completed in 115.59s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-chaiml-nemo-dpo-v9-v5
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Connection pool is full, discarding connection: %s. Connection pool size: %s
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Inference service cloudyu-chaiml-nemo-dpo-v9-v5 ready after 140.52826976776123s
Pipeline stage MKMLDeployer completed in 141.09s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.725205421447754s
Received healthy response to inference request in 2.2604446411132812s
Received healthy response to inference request in 1.5831403732299805s
Received healthy response to inference request in 2.3923394680023193s
Received healthy response to inference request in 2.166518449783325s
5 requests
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5th percentile: 1.6115533828735351
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mean time: 2.025529670715332
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Evaluating %s Family Friendly Score with %s threads
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cloudyu-chaiml-nemo-dpo-v9_v5 status is now inactive due to auto deactivation removed underperforming models