chaiml-mistral-nemo-simp_7503

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-simp_7503_v1

model_name: chaiml-mistral-nemo-simp_7503_v1

model_group: ChaiML/mistral_nemo_simp

status: inactive

timestamp: 2024-12-15T23:14:55+00:00

num_battles: 9330

num_wins: 3715

celo_rating: 1159.63

family_friendly_score: 0.5516

family_friendly_standard_error: 0.007033312732987209

submission_type: basic

model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v2_mad-checkpoint-1872

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6239140833744967, 'latency_mean': 1.6026887381076813, 'latency_p50': 1.6163523197174072, 'latency_p90': 1.7542640686035156}, {'batch_size': 3, 'throughput': 1.252199448781391, 'latency_mean': 2.3895283305644988, 'latency_p50': 2.394544005393982, 'latency_p90': 2.6718181133270265}, {'batch_size': 5, 'throughput': 1.5764777342925556, 'latency_mean': 3.1572983026504517, 'latency_p50': 3.1574172973632812, 'latency_p90': 3.561584496498108}, {'batch_size': 6, 'throughput': 1.6830724238499035, 'latency_mean': 3.5513973116874693, 'latency_p50': 3.575222373008728, 'latency_p90': 4.033458352088928}, {'batch_size': 8, 'throughput': 1.8384300352833762, 'latency_mean': 4.314898496866226, 'latency_p50': 4.317150354385376, 'latency_p90': 4.859029245376587}, {'batch_size': 10, 'throughput': 1.916439379562675, 'latency_mean': 5.183707542419434, 'latency_p50': 5.190760612487793, 'latency_p90': 5.859880352020264}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-simp_7503_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v2_mad-checkpoint-1872

model_size: 13B

ranking_group: single

throughput_3p7s: 1.73

us_pacific_date: 2024-12-15

win_ratio: 0.39817792068595925

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-simp-7503-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-7503-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: Downloaded to shared memory in 49.430s
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpa2nvx8k9, device:0
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: quantized model in 36.403s
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_20241213_v2_mad-checkpoint-1872 in 85.834s
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7503-v1
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7503-v1/config.json
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7503-v1/special_tokens_map.json
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7503-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7503-v1/tokenizer.json
chaiml-mistral-nemo-simp-7503-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-7503-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-7503-v1-mkmlizer completed after 115.36s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-7503-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.94s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-simp-7503-v1
Waiting for inference service chaiml-mistral-nemo-simp-7503-v1 to be ready
Failed to get response for submission alexdaoud-trainer-bagir-_1971_v1: ('http://alexdaoud-trainer-bagir-1971-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:48824->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-mistral-nemo-simp-7503-v1 ready after 211.24797701835632s
Pipeline stage MKMLDeployer completed in 211.77s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8748085498809814s
Received healthy response to inference request in 1.4430875778198242s
Received healthy response to inference request in 1.3890936374664307s
Received healthy response to inference request in 1.8474371433258057s
Received healthy response to inference request in 1.4740800857543945s
5 requests
0 failed requests
5th percentile: 1.3998924255371095
10th percentile: 1.410691213607788
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30th percentile: 1.4492860794067384
40th percentile: 1.4616830825805665
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70th percentile: 1.7727657318115233
80th percentile: 1.8529114246368408
90th percentile: 1.8638599872589112
95th percentile: 1.8693342685699463
99th percentile: 1.8737136936187744
mean time: 1.6057013988494873
Pipeline stage StressChecker completed in 10.03s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 1.99s
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chaiml-mistral-nemo-simp_7503_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2423.51s
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chaiml-mistral-nemo-simp_7503_v1 status is now inactive due to auto deactivation removed underperforming models