chaiml-mistral-nemo-dpo-_4498

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_4498_v1

model_name: chaiml-mistral-nemo-dpo-_4498_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-19T08:44:58+00:00

num_battles: 10640

num_wins: 5309

celo_rating: 1261.66

family_friendly_score: 0.5718

family_friendly_standard_error: 0.006997781934298896

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4056

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6346234357977257, 'latency_mean': 1.5756663262844086, 'latency_p50': 1.577821969985962, 'latency_p90': 1.7463350772857666}, {'batch_size': 3, 'throughput': 1.2732184545406342, 'latency_mean': 2.3548820877075194, 'latency_p50': 2.330470323562622, 'latency_p90': 2.6508167028427123}, {'batch_size': 5, 'throughput': 1.607861598880192, 'latency_mean': 3.0846236324310303, 'latency_p50': 3.0750732421875, 'latency_p90': 3.447977066040039}, {'batch_size': 6, 'throughput': 1.726568587279978, 'latency_mean': 3.4495246303081513, 'latency_p50': 3.4695394039154053, 'latency_p90': 3.8429577589035033}, {'batch_size': 8, 'throughput': 1.8676297867658, 'latency_mean': 4.254296656847, 'latency_p50': 4.26776647567749, 'latency_p90': 4.805405044555664}, {'batch_size': 10, 'throughput': 1.9599038026132451, 'latency_mean': 5.05894237279892, 'latency_p50': 5.064976215362549, 'latency_p90': 5.734017419815063}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_4498_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4056

model_size: 13B

ranking_group: single

throughput_3p7s: 1.79

us_pacific_date: 2024-12-19

win_ratio: 0.49896616541353384

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-4498-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-4498-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: Downloaded to shared memory in 42.733s
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpdka2zh36, device:0
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: quantized model in 35.322s
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-4056 in 78.055s
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4498-v1
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4498-v1/config.json
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4498-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4498-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4498-v1/tokenizer.json
chaiml-mistral-nemo-dpo-4498-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4498-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-4498-v1-mkmlizer completed after 104.55s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-4498-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.09s
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Pipeline stage MKMLTemplater completed in 0.17s
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Creating inference service chaiml-mistral-nemo-dpo-4498-v1
Waiting for inference service chaiml-mistral-nemo-dpo-4498-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-4498-v1 ready after 252.93610215187073s
Pipeline stage MKMLDeployer completed in 253.57s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.2143423557281494s
Received healthy response to inference request in 0.6489841938018799s
Received healthy response to inference request in 0.7410523891448975s
Received healthy response to inference request in 0.8830623626708984s
Received healthy response to inference request in 1.2920551300048828s
5 requests
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mean time: 0.9558992862701416
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2963.94s
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chaiml-mistral-nemo-dpo-_4498_v1 status is now inactive due to auto deactivation removed underperforming models