chaiml-mistral-nemo-dpo-_9988

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_9988_v1

model_name: chaiml-mistral-nemo-dpo-_9988_v1

model_group: ChaiML/mistral_nemo_dpo_

status: torndown

timestamp: 2024-12-21T20:43:08+00:00

num_battles: 17072

num_wins: 7855

celo_rating: 1229.46

family_friendly_score: 0.6006

family_friendly_standard_error: 0.0069264657654535475

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-690

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6357245679730268, 'latency_mean': 1.57291228890419, 'latency_p50': 1.5777312517166138, 'latency_p90': 1.7247521162033081}, {'batch_size': 3, 'throughput': 1.2662872792926558, 'latency_mean': 2.3637831246852876, 'latency_p50': 2.340023398399353, 'latency_p90': 2.6969021558761597}, {'batch_size': 5, 'throughput': 1.5724224175952308, 'latency_mean': 3.1590006124973296, 'latency_p50': 3.1485178470611572, 'latency_p90': 3.4767407417297362}, {'batch_size': 6, 'throughput': 1.6897572712908835, 'latency_mean': 3.538915557861328, 'latency_p50': 3.5390697717666626, 'latency_p90': 4.004386305809021}, {'batch_size': 8, 'throughput': 1.8455249685654285, 'latency_mean': 4.290861209630966, 'latency_p50': 4.317907094955444, 'latency_p90': 4.858226180076599}, {'batch_size': 10, 'throughput': 1.936826611190011, 'latency_mean': 5.135471880435944, 'latency_p50': 5.12385880947113, 'latency_p90': 5.712282109260559}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_9988_v1

is_internal_developer: False

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-690

model_size: 13B

ranking_group: single

throughput_3p7s: 1.74

us_pacific_date: 2024-12-21

win_ratio: 0.46011012183692596

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': ['</s>', 'Bot:', '<|eot_id|>', '<|im_end|>', 'You:', '####', '\n', 'User:'], '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-9988-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-9988-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: Downloaded to shared memory in 54.076s
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpy26n9i5u, device:0
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: quantized model in 35.860s
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-690 in 89.936s
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9988-v1
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9988-v1/config.json
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9988-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9988-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9988-v1/tokenizer.json
chaiml-mistral-nemo-dpo-9988-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9988-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-9988-v1-mkmlizer completed after 114.97s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-9988-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.47s
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Creating inference service chaiml-mistral-nemo-dpo-9988-v1
Waiting for inference service chaiml-mistral-nemo-dpo-9988-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-9988-v1 ready after 271.1910674571991s
Pipeline stage MKMLDeployer completed in 271.82s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3711578845977783s
Received healthy response to inference request in 1.327359676361084s
Received healthy response to inference request in 0.9349122047424316s
Received healthy response to inference request in 0.666590690612793s
Received healthy response to inference request in 0.673713207244873s
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mean time: 1.194746732711792
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chaiml-mistral-nemo-dpo-_9988_v1 status is now inactive due to auto deactivation removed underperforming models
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chaiml-mistral-nemo-dpo-_9988_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_9988_v1 status is now torndown due to DeploymentManager action