chaiml-mistral-nemo-dpo-_9616

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_9616_v1

model_name: chaiml-mistral-nemo-dpo-_9616_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-12T13:38:32+00:00

num_battles: 14024

num_wins: 6723

celo_rating: 1249.39

family_friendly_score: 0.5856

family_friendly_standard_error: 0.006966672663474293

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_baseline_albert_241210_20k_v5

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.643381567219278, 'latency_mean': 1.5542172467708588, 'latency_p50': 1.5562330484390259, 'latency_p90': 1.7072736501693726}, {'batch_size': 4, 'throughput': 1.4997425288905941, 'latency_mean': 2.6550346541404726, 'latency_p50': 2.6268268823623657, 'latency_p90': 3.0044376134872435}, {'batch_size': 5, 'throughput': 1.6270764251766558, 'latency_mean': 3.046800374984741, 'latency_p50': 3.0807766914367676, 'latency_p90': 3.397104501724243}, {'batch_size': 8, 'throughput': 1.9171961080055646, 'latency_mean': 4.14613302230835, 'latency_p50': 4.160740375518799, 'latency_p90': 4.640510177612304}, {'batch_size': 10, 'throughput': 2.0141391927467662, 'latency_mean': 4.920960915088654, 'latency_p50': 4.960384845733643, 'latency_p90': 5.592805790901184}, {'batch_size': 12, 'throughput': 2.0794940387547354, 'latency_mean': 5.717757139205933, 'latency_p50': 5.754960656166077, 'latency_p90': 6.531666231155396}, {'batch_size': 15, 'throughput': 2.1328442039698756, 'latency_mean': 6.956804677248001, 'latency_p50': 6.9387366771698, 'latency_p90': 7.933294415473938}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_9616_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_baseline_albert_241210_20k_v5

model_size: 13B

ranking_group: single

throughput_3p7s: 1.83

us_pacific_date: 2024-12-12

win_ratio: 0.47939247005134056

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-9616-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-9616-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: Downloaded to shared memory in 48.955s
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4k0lpud5, device:0
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: quantized model in 36.892s
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_baseline_albert_241210_20k_v5 in 85.847s
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9616-v1
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9616-v1/config.json
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9616-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9616-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9616-v1/tokenizer.json
chaiml-mistral-nemo-dpo-9616-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-9616-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-9616-v1-mkmlizer completed after 115.75s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-9616-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.27s
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Creating inference service chaiml-mistral-nemo-dpo-9616-v1
Waiting for inference service chaiml-mistral-nemo-dpo-9616-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-9616-v1 ready after 190.95279669761658s
Pipeline stage MKMLDeployer completed in 191.52s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5233561992645264s
Received healthy response to inference request in 2.5405917167663574s
Received healthy response to inference request in 1.1426572799682617s
Received healthy response to inference request in 1.6093108654022217s
Received healthy response to inference request in 1.3276691436767578s
5 requests
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5th percentile: 1.179659652709961
10th percentile: 1.2166620254516602
20th percentile: 1.2906667709350585
30th percentile: 1.3668065547943116
40th percentile: 1.4450813770294189
50th percentile: 1.5233561992645264
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70th percentile: 1.5921199321746826
80th percentile: 1.795567035675049
90th percentile: 2.168079376220703
95th percentile: 2.3543355464935303
99th percentile: 2.503340482711792
mean time: 1.628717041015625
Pipeline stage StressChecker completed in 9.45s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2364.92s
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chaiml-mistral-nemo-dpo-_9616_v1 status is now inactive due to auto deactivation removed underperforming models