chaiml-mistral-nemo-dpo-_4428

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_4428_v1

model_name: chaiml-mistral-nemo-dpo-_4428_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-19T08:55:37+00:00

num_battles: 11136

num_wins: 5599

celo_rating: 1265.05

family_friendly_score: 0.5740000000000001

family_friendly_standard_error: 0.006993196693930466

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4368

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6233157687536875, 'latency_mean': 1.6042275893688203, 'latency_p50': 1.6085541248321533, 'latency_p90': 1.7526644706726073}, {'batch_size': 3, 'throughput': 1.253198063963069, 'latency_mean': 2.3873228204250334, 'latency_p50': 2.38077974319458, 'latency_p90': 2.6311941385269164}, {'batch_size': 5, 'throughput': 1.573805982882108, 'latency_mean': 3.151089004278183, 'latency_p50': 3.153028130531311, 'latency_p90': 3.584884428977966}, {'batch_size': 6, 'throughput': 1.6885572848551333, 'latency_mean': 3.5345789730548858, 'latency_p50': 3.521128296852112, 'latency_p90': 4.0054878950119015}, {'batch_size': 8, 'throughput': 1.837533993092385, 'latency_mean': 4.323894975185394, 'latency_p50': 4.344683885574341, 'latency_p90': 4.844839477539063}, {'batch_size': 10, 'throughput': 1.9020480688804582, 'latency_mean': 5.215886896848678, 'latency_p50': 5.192170858383179, 'latency_p90': 5.976225972175598}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_4428_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4368

model_size: 13B

ranking_group: single

throughput_3p7s: 1.73

us_pacific_date: 2024-12-19

win_ratio: 0.5027837643678161

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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 chaiml-mistral-nemo-dpo-4428-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-4428-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: Downloaded to shared memory in 45.048s
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpxaluyrfk, device:0
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: quantized model in 35.573s
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4368 in 80.621s
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4428-v1
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4428-v1/config.json
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4428-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4428-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4428-v1/tokenizer.json
chaiml-mistral-nemo-dpo-4428-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4428-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-4428-v1-mkmlizer completed after 104.48s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-4428-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.02s
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Creating inference service chaiml-mistral-nemo-dpo-4428-v1
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Inference service chaiml-mistral-nemo-dpo-4428-v1 ready after 251.28546333312988s
Pipeline stage MKMLDeployer completed in 251.89s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.453547477722168s
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Received healthy response to inference request in 1.3093109130859375s
Received healthy response to inference request in 1.3490607738494873s
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