chaiml-mistral-nemo-dpo-_5165

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_5165_v2

model_name: chaiml-mistral-nemo-dpo-_5165_v2

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-19T09:08:27+00:00

num_battles: 11700

num_wins: 5922

celo_rating: 1267.22

family_friendly_score: 0.5746

family_friendly_standard_error: 0.006991921624274688

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4680

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6301325791792989, 'latency_mean': 1.5869112241268157, 'latency_p50': 1.5865509510040283, 'latency_p90': 1.7342763423919678}, {'batch_size': 3, 'throughput': 1.2520714567839597, 'latency_mean': 2.3885922265052795, 'latency_p50': 2.3852983713150024, 'latency_p90': 2.6625273942947385}, {'batch_size': 5, 'throughput': 1.5684455105860025, 'latency_mean': 3.1741673696041106, 'latency_p50': 3.1502606868743896, 'latency_p90': 3.5635051012039183}, {'batch_size': 6, 'throughput': 1.682346518626197, 'latency_mean': 3.5335860478878023, 'latency_p50': 3.513423442840576, 'latency_p90': 4.076685571670533}, {'batch_size': 8, 'throughput': 1.8139377575939282, 'latency_mean': 4.3766265702247615, 'latency_p50': 4.362640023231506, 'latency_p90': 4.883654689788818}, {'batch_size': 10, 'throughput': 1.905677097438143, 'latency_mean': 5.217977433204651, 'latency_p50': 5.200000762939453, 'latency_p90': 5.903113913536072}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_5165_v2

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4680

model_size: 13B

ranking_group: single

throughput_3p7s: 1.73

us_pacific_date: 2024-12-19

win_ratio: 0.5061538461538462

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-5165-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-5165-v2-mkmlizer to finish
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: Downloaded to shared memory in 34.670s
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp44ntrd3a, device:0
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: quantized model in 36.042s
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4680 in 70.712s
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5165-v2
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5165-v2/config.json
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5165-v2/special_tokens_map.json
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5165-v2/tokenizer_config.json
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5165-v2/tokenizer.json
chaiml-mistral-nemo-dpo-5165-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5165-v2/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-5165-v2-mkmlizer completed after 94.54s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-5165-v2-mkmlizer
Pipeline stage MKMLizer completed in 95.09s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Creating inference service chaiml-mistral-nemo-dpo-5165-v2
Waiting for inference service chaiml-mistral-nemo-dpo-5165-v2 to be ready
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Inference service chaiml-mistral-nemo-dpo-5165-v2 ready after 251.38015699386597s
Pipeline stage MKMLDeployer completed in 251.93s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.690187692642212s
Received healthy response to inference request in 0.8034141063690186s
Received healthy response to inference request in 1.2322468757629395s
Received healthy response to inference request in 1.032099962234497s
Received healthy response to inference request in 1.0392239093780518s
5 requests
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5th percentile: 0.8491512775421143
10th percentile: 0.89488844871521
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90th percentile: 1.5070113658905029
95th percentile: 1.5985995292663573
99th percentile: 1.671870059967041
mean time: 1.1594345092773437
Pipeline stage StressChecker completed in 7.03s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2983.66s
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chaiml-mistral-nemo-dpo-_5165_v2 status is now inactive due to auto deactivation removed underperforming models