cloudyu-chaiml-nemo-dpo-v4

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v4_v2

model_name: cloudyu-chaiml-nemo-dpo-v4_v2

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T09:42:28+00:00

num_battles: 15682

num_wins: 7656

celo_rating: 1247.01

family_friendly_score: 0.5684

family_friendly_standard_error: 0.007004590494811242

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V4

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6146812965296979, 'latency_mean': 1.626801105737686, 'latency_p50': 1.6258602142333984, 'latency_p90': 1.8042897939682008}, {'batch_size': 3, 'throughput': 1.1234869199265682, 'latency_mean': 2.6622114312648772, 'latency_p50': 2.6410852670669556, 'latency_p90': 2.97819664478302}, {'batch_size': 5, 'throughput': 1.3634940787986316, 'latency_mean': 3.646839538812637, 'latency_p50': 3.64766788482666, 'latency_p90': 4.133780145645141}, {'batch_size': 6, 'throughput': 1.4221813958479232, 'latency_mean': 4.190485782623291, 'latency_p50': 4.1768879890441895, 'latency_p90': 4.698922491073608}, {'batch_size': 8, 'throughput': 1.490761712132738, 'latency_mean': 5.329201490879059, 'latency_p50': 5.3476632833480835, 'latency_p90': 5.995670580863953}, {'batch_size': 10, 'throughput': 1.5274535431582401, 'latency_mean': 6.5053834879398345, 'latency_p50': 6.561367750167847, 'latency_p90': 7.3303662776947025}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v4_v2

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V4

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2024-11-24

win_ratio: 0.48820303532712667

generation_params: {'temperature': 0.8, '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}

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-v4-v2-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: Downloaded to shared memory in 42.941s
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpth416m3c, device:0
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: quantized model in 36.297s
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V4 in 79.238s
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/config.json
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/tokenizer.json
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer completed after 104.22s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer
Pipeline stage MKMLizer completed in 104.82s
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Creating inference service cloudyu-chaiml-nemo-dpo-v4-v2
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Inference service cloudyu-chaiml-nemo-dpo-v4-v2 ready after 120.4481143951416s
Pipeline stage MKMLDeployer completed in 121.01s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2062036991119385s
Received healthy response to inference request in 1.6853065490722656s
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Received healthy response to inference request in 1.6549708843231201s
Received healthy response to inference request in 1.7756738662719727s
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mean time: 1.809630823135376
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