cgato-nemo-12b-thespice-_1853

developer_uid: c.gato

submission_id: cgato-nemo-12b-thespice-_1853_v8

model_name: cgato-nemo-12b-thespice-_1853_v8

model_group: cgato/Nemo-12b-TheSpice-

status: inactive

timestamp: 2024-11-16T01:08:16+00:00

num_battles: 13771

num_wins: 7281

celo_rating: 1267.91

family_friendly_score: 0.5720000000000001

family_friendly_standard_error: 0.00699737093485832

submission_type: basic

model_repo: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k

model_architecture: MistralForCausalLM

model_num_parameters: 12772121600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6254490032832164, 'latency_mean': 1.5987946271896363, 'latency_p50': 1.5944560766220093, 'latency_p90': 1.767310333251953}, {'batch_size': 3, 'throughput': 1.1471044222425022, 'latency_mean': 2.6122852253913877, 'latency_p50': 2.618219494819641, 'latency_p90': 2.847566843032837}, {'batch_size': 5, 'throughput': 1.4008140775004267, 'latency_mean': 3.554030727148056, 'latency_p50': 3.554041862487793, 'latency_p90': 4.012780570983886}, {'batch_size': 6, 'throughput': 1.4957846812604836, 'latency_mean': 3.985406677722931, 'latency_p50': 3.9817980527877808, 'latency_p90': 4.401869368553162}, {'batch_size': 8, 'throughput': 1.5608987753234425, 'latency_mean': 5.105236942768097, 'latency_p50': 5.08272111415863, 'latency_p90': 5.69008584022522}, {'batch_size': 10, 'throughput': 1.6062939548682267, 'latency_mean': 6.181597394943237, 'latency_p50': 6.199094176292419, 'latency_p90': 6.986631774902344}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-thespice-_1853_v8

is_internal_developer: False

language_model: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k

model_size: 13B

ranking_group: single

throughput_3p7s: 1.44

us_pacific_date: 2024-11-15

win_ratio: 0.5287197734369327

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}

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 cgato-nemo-12b-thespice-1853-v8-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-1853-v8-mkmlizer to finish
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-thespice-1853-v8-mkmlizer: Downloaded to shared memory in 58.045s
cgato-nemo-12b-thespice-1853-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8668wc46, device:0
cgato-nemo-12b-thespice-1853-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-thespice-1853-v8-mkmlizer: quantized model in 35.765s
cgato-nemo-12b-thespice-1853-v8-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 93.810s
cgato-nemo-12b-thespice-1853-v8-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-thespice-1853-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v8
cgato-nemo-12b-thespice-1853-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v8/config.json
cgato-nemo-12b-thespice-1853-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v8/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v8/tokenizer_config.json
cgato-nemo-12b-thespice-1853-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v8/tokenizer.json
cgato-nemo-12b-thespice-1853-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v8/flywheel_model.0.safetensors
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Job cgato-nemo-12b-thespice-1853-v8-mkmlizer completed after 114.87s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v8-mkmlizer
Pipeline stage MKMLizer completed in 115.47s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service cgato-nemo-12b-thespice-1853-v8
Waiting for inference service cgato-nemo-12b-thespice-1853-v8 to be ready
Failed to get response for submission blend_sadof_2024-10-11: ('http://chaiml-llama-8b-pairwis-8189-v27-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:37800->127.0.0.1:8080: read: connection reset by peer\n')
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Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service cgato-nemo-12b-thespice-1853-v8 ready after 251.36698055267334s
Pipeline stage MKMLDeployer completed in 251.94s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.153083562850952s
Received healthy response to inference request in 2.2013983726501465s
Received healthy response to inference request in 1.7124061584472656s
Received healthy response to inference request in 1.7153971195220947s
Received healthy response to inference request in 1.8907923698425293s
5 requests
0 failed requests
5th percentile: 1.7130043506622314
10th percentile: 1.7136025428771973
20th percentile: 1.714798927307129
30th percentile: 1.7504761695861817
40th percentile: 1.8206342697143554
50th percentile: 1.8907923698425293
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70th percentile: 2.1006253242492674
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90th percentile: 2.1820724487304686
95th percentile: 2.1917354106903075
99th percentile: 2.1994657802581785
mean time: 1.9346155166625976
Pipeline stage StressChecker completed in 11.73s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.24s
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cgato-nemo-12b-thespice-_1853_v8 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 2564.25s
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cgato-nemo-12b-thespice-_1853_v8 status is now inactive due to auto deactivation removed underperforming models