cloudyu-chaiml-nemo-dpo-v5

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v5_v3

model_name: cloudyu-chaiml-nemo-dpo-v5_v3

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T11:04:12+00:00

num_battles: 25600

num_wins: 12767

celo_rating: 1259.75

family_friendly_score: 0.5631999999999999

family_friendly_standard_error: 0.007014353284515972

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V5

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6135601353389811, 'latency_mean': 1.6297677946090698, 'latency_p50': 1.6277129650115967, 'latency_p90': 1.7920804262161254}, {'batch_size': 3, 'throughput': 1.1419183329499105, 'latency_mean': 2.6204865431785582, 'latency_p50': 2.5996891260147095, 'latency_p90': 2.906089210510254}, {'batch_size': 5, 'throughput': 1.3759454108522888, 'latency_mean': 3.6154551661014556, 'latency_p50': 3.6111884117126465, 'latency_p90': 4.008893656730652}, {'batch_size': 6, 'throughput': 1.4537299350527717, 'latency_mean': 4.100827219486237, 'latency_p50': 4.1012104749679565, 'latency_p90': 4.585330533981323}, {'batch_size': 8, 'throughput': 1.5143779940229118, 'latency_mean': 5.251574184894562, 'latency_p50': 5.260497450828552, 'latency_p90': 5.863106298446655}, {'batch_size': 10, 'throughput': 1.5677914235872887, 'latency_mean': 6.339163123369217, 'latency_p50': 6.372945189476013, 'latency_p90': 7.091270852088928}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v5_v3

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V5

model_size: 13B

ranking_group: single

throughput_3p7s: 1.4

us_pacific_date: 2024-11-24

win_ratio: 0.4987109375

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 100, '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-v5-v3-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: Downloaded to shared memory in 33.307s
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpp4sbqx2y, device:0
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: quantized model in 36.035s
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V5 in 69.343s
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v3
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v3/config.json
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v3/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v3/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v3/tokenizer.json
cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v5-v3/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer completed after 93.95s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v5-v3-mkmlizer
Pipeline stage MKMLizer completed in 94.47s
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Creating inference service cloudyu-chaiml-nemo-dpo-v5-v3
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Inference service cloudyu-chaiml-nemo-dpo-v5-v3 ready after 120.42274165153503s
Pipeline stage MKMLDeployer completed in 121.25s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1082212924957275s
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Received healthy response to inference request in 1.7031059265136719s
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mean time: 1.8118759632110595
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cloudyu-chaiml-nemo-dpo-v5_v3 status is now inactive due to auto deactivation removed underperforming models