chaiml-mistral-nemo-dpo-_6286

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_6286_v1

model_name: chaiml-mistral-nemo-dpo-_6286_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-20T17:15:33+00:00

num_battles: 13384

num_wins: 6212

celo_rating: 1228.09

family_friendly_score: 0.6026

family_friendly_standard_error: 0.0069205959280975215

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-276

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6365648156015749, 'latency_mean': 1.5708748769760132, 'latency_p50': 1.5734105110168457, 'latency_p90': 1.7316490650177}, {'batch_size': 3, 'throughput': 1.2736139268874458, 'latency_mean': 2.345504282712936, 'latency_p50': 2.3249781131744385, 'latency_p90': 2.5867259979248045}, {'batch_size': 5, 'throughput': 1.6013824220382633, 'latency_mean': 3.1046258282661436, 'latency_p50': 3.1157054901123047, 'latency_p90': 3.497816324234009}, {'batch_size': 6, 'throughput': 1.7173227922523377, 'latency_mean': 3.4712854552268984, 'latency_p50': 3.4857431650161743, 'latency_p90': 3.8936253070831297}, {'batch_size': 8, 'throughput': 1.860535062589969, 'latency_mean': 4.268926968574524, 'latency_p50': 4.303018689155579, 'latency_p90': 4.816553974151612}, {'batch_size': 10, 'throughput': 1.9614347952692013, 'latency_mean': 5.055389313697815, 'latency_p50': 5.059367418289185, 'latency_p90': 5.813324356079102}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_6286_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-276

model_size: 13B

ranking_group: single

throughput_3p7s: 1.78

us_pacific_date: 2024-12-20

win_ratio: 0.4641362821279139

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
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Running pipeline stage MKMLizer
Starting job with name chaiml-mistral-nemo-dpo-6286-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-6286-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: Downloaded to shared memory in 46.761s
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmppm1fnd7s, device:0
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: quantized model in 35.926s
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-276 in 82.688s
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6286-v1
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6286-v1/config.json
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6286-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6286-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6286-v1/tokenizer.json
chaiml-mistral-nemo-dpo-6286-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6286-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-6286-v1-mkmlizer completed after 104.35s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-6286-v1-mkmlizer
Pipeline stage MKMLizer completed in 104.84s
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Creating inference service chaiml-mistral-nemo-dpo-6286-v1
Waiting for inference service chaiml-mistral-nemo-dpo-6286-v1 to be ready
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Inference service chaiml-mistral-nemo-dpo-6286-v1 ready after 260.9179472923279s
Pipeline stage MKMLDeployer completed in 261.92s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.218125820159912s
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Received healthy response to inference request in 0.7291061878204346s
Received healthy response to inference request in 1.0560972690582275s
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5th percentile: 0.6803313732147217
10th percentile: 0.6810927867889405
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30th percentile: 0.6925228595733642
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99th percentile: 1.2116446781158448
mean time: 0.8732552528381348
Pipeline stage StressChecker completed in 5.65s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2361.07s
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chaiml-mistral-nemo-dpo-_6286_v1 status is now inactive due to auto deactivation removed underperforming models