nischaydnk-mistralnemo-_74255

developer_uid: NischayDnk

submission_id: nischaydnk-mistralnemo-_74255_v1

model_name: nischaydnk-mistralnemo-_74255_v1

model_group: NischayDnk/Mistralnemo-d

status: torndown

timestamp: 2025-01-05T20:12:52+00:00

num_battles: 10353

num_wins: 5230

celo_rating: 1265.38

family_friendly_score: 0.5860000000000001

family_friendly_standard_error: 0.006965687331484238

submission_type: basic

model_repo: NischayDnk/Mistralnemo-dpo-v7-rp-lumsftv1_re

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6164539413051265, 'latency_mean': 1.6221198451519012, 'latency_p50': 1.6076055765151978, 'latency_p90': 1.7978923559188842}, {'batch_size': 3, 'throughput': 1.1409941453764572, 'latency_mean': 2.6146630907058714, 'latency_p50': 2.612189769744873, 'latency_p90': 2.8822618961334228}, {'batch_size': 5, 'throughput': 1.3714121691115921, 'latency_mean': 3.6304288160800935, 'latency_p50': 3.639233946800232, 'latency_p90': 4.1433125019073485}, {'batch_size': 6, 'throughput': 1.4540782594725834, 'latency_mean': 4.10163306593895, 'latency_p50': 4.103572845458984, 'latency_p90': 4.647446417808533}, {'batch_size': 8, 'throughput': 1.5141370276061143, 'latency_mean': 5.250004808902741, 'latency_p50': 5.252806782722473, 'latency_p90': 5.979524731636047}, {'batch_size': 10, 'throughput': 1.549844523505831, 'latency_mean': 6.409375432729721, 'latency_p50': 6.334653854370117, 'latency_p90': 7.20691568851471}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: nischaydnk-mistralnemo-_74255_v1

is_internal_developer: False

language_model: NischayDnk/Mistralnemo-dpo-v7-rp-lumsftv1_re

model_size: 13B

ranking_group: single

throughput_3p7s: 1.39

us_pacific_date: 2025-01-05

win_ratio: 0.5051675842750893

generation_params: {'temperature': 0.94, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\nYou:', '\n\n', '</s>', '[/INST]', '<|im_end|>'], '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': 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 nischaydnk-mistralnemo-74255-v1-mkmlizer
Waiting for job on nischaydnk-mistralnemo-74255-v1-mkmlizer to finish
nischaydnk-mistralnemo-74255-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║     _____            __           __                                ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║       /___/                                                         ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║                                                                     ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║                                                                     ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║                                                                     ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ║                                                                     ║
nischaydnk-mistralnemo-74255-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Connection pool is full, discarding connection: %s. Connection pool size: %s
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-mistralnemo-74255-v1-mkmlizer: Downloaded to shared memory in 48.076s
nischaydnk-mistralnemo-74255-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfxm7q08_, device:0
nischaydnk-mistralnemo-74255-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-mistralnemo-74255-v1-mkmlizer: quantized model in 35.951s
nischaydnk-mistralnemo-74255-v1-mkmlizer: Processed model NischayDnk/Mistralnemo-dpo-v7-rp-lumsftv1_re in 84.029s
nischaydnk-mistralnemo-74255-v1-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-mistralnemo-74255-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-mistralnemo-74255-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-mistralnemo-74255-v1
nischaydnk-mistralnemo-74255-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-mistralnemo-74255-v1/special_tokens_map.json
nischaydnk-mistralnemo-74255-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-mistralnemo-74255-v1/config.json
nischaydnk-mistralnemo-74255-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-mistralnemo-74255-v1/tokenizer_config.json
Connection pool is full, discarding connection: %s. Connection pool size: %s
nischaydnk-mistralnemo-74255-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nischaydnk-mistralnemo-74255-v1/tokenizer.json
nischaydnk-mistralnemo-74255-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-mistralnemo-74255-v1/flywheel_model.0.safetensors
Job nischaydnk-mistralnemo-74255-v1-mkmlizer completed after 115.2s with status: succeeded
Stopping job with name nischaydnk-mistralnemo-74255-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.85s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.23s
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Running pipeline stage MKMLDeployer
Creating inference service nischaydnk-mistralnemo-74255-v1
Waiting for inference service nischaydnk-mistralnemo-74255-v1 to be ready
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-40k-2500-_71689_v1: HTTPConnectionPool(host='rirv938-viral-40k-2500-71689-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service nischaydnk-mistralnemo-74255-v1 ready after 342.01821541786194s
Pipeline stage MKMLDeployer completed in 342.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5271108150482178s
Received healthy response to inference request in 2.028362989425659s
Received healthy response to inference request in 2.0099477767944336s
Received healthy response to inference request in 1.7169933319091797s
Retrying (%r) after connection broken by '%r': %s
Received healthy response to inference request in 2.4161815643310547s
5 requests
0 failed requests
5th percentile: 1.7755842208862305
10th percentile: 1.8341751098632812
20th percentile: 1.9513568878173828
30th percentile: 2.013630819320679
40th percentile: 2.020996904373169
50th percentile: 2.028362989425659
60th percentile: 2.1834904193878173
70th percentile: 2.3386178493499754
80th percentile: 2.438367414474487
90th percentile: 2.4827391147613525
95th percentile: 2.5049249649047853
99th percentile: 2.5226736450195313
mean time: 2.139719295501709
Pipeline stage StressChecker completed in 13.09s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.94s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.90s
Shutdown handler de-registered
nischaydnk-mistralnemo-_74255_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 9126.39s
Shutdown handler de-registered
nischaydnk-mistralnemo-_74255_v1 status is now inactive due to auto deactivation removed underperforming models
nischaydnk-mistralnemo-_74255_v1 status is now torndown due to DeploymentManager action
nischaydnk-mistralnemo-_74255_v1 status is now torndown due to DeploymentManager action
nischaydnk-mistralnemo-_74255_v1 status is now torndown due to DeploymentManager action