chaiml-mistral-nemo-dpo-_2859

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_2859_v1

model_name: chaiml-mistral-nemo-dpo-_2859_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-19T15:47:02+00:00

num_battles: 16191

num_wins: 8043

celo_rating: 1259.63

family_friendly_score: 0.5751999999999999

family_friendly_standard_error: 0.0069906360225661865

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-5616

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6294005810325363, 'latency_mean': 1.5887509405612945, 'latency_p50': 1.5852580070495605, 'latency_p90': 1.764947247505188}, {'batch_size': 3, 'throughput': 1.257909711206063, 'latency_mean': 2.3801662385463715, 'latency_p50': 2.3781269788742065, 'latency_p90': 2.602710008621216}, {'batch_size': 5, 'throughput': 1.5761828184233864, 'latency_mean': 3.1599382257461546, 'latency_p50': 3.127145290374756, 'latency_p90': 3.5247047185897826}, {'batch_size': 6, 'throughput': 1.6938789626075292, 'latency_mean': 3.522974669933319, 'latency_p50': 3.5121337175369263, 'latency_p90': 3.9555497646331785}, {'batch_size': 8, 'throughput': 1.8448543537743798, 'latency_mean': 4.303599363565445, 'latency_p50': 4.288529992103577, 'latency_p90': 4.806978940963745}, {'batch_size': 10, 'throughput': 1.9359833331763212, 'latency_mean': 5.132388652563095, 'latency_p50': 5.09514057636261, 'latency_p90': 5.775969672203064}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_2859_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-5616

model_size: 13B

ranking_group: single

throughput_3p7s: 1.74

us_pacific_date: 2024-12-19

win_ratio: 0.496757457846952

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-2859-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-2859-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: Downloaded to shared memory in 41.595s
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpz551qtlx, device:0
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: quantized model in 36.261s
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-5616 in 77.856s
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2859-v1
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2859-v1/config.json
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2859-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2859-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2859-v1/tokenizer.json
chaiml-mistral-nemo-dpo-2859-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2859-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-2859-v1-mkmlizer completed after 105.13s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-2859-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.69s
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Creating inference service chaiml-mistral-nemo-dpo-2859-v1
Waiting for inference service chaiml-mistral-nemo-dpo-2859-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-2859-v1 ready after 261.13486075401306s
Pipeline stage MKMLDeployer completed in 261.69s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.495457410812378s
Received healthy response to inference request in 1.2556307315826416s
Received healthy response to inference request in 0.7214839458465576s
Received healthy response to inference request in 0.9829072952270508s
Received healthy response to inference request in 0.686159610748291s
5 requests
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5th percentile: 0.6932244777679444
10th percentile: 0.7002893447875976
20th percentile: 0.7144190788269043
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90th percentile: 1.3995267391204833
95th percentile: 1.4474920749664306
99th percentile: 1.4858643436431884
mean time: 1.0283277988433839
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3010.59s
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chaiml-mistral-nemo-dpo-_2859_v1 status is now inactive due to auto deactivation removed underperforming models