nischaydnk-merge-dpov1nv7new

developer_uid: NischayDnk

submission_id: nischaydnk-merge-dpov1nv7new_v1

model_name: nischaydnk-merge-dpov1nv7new_v1

model_group: NischayDnk/Merge-DPOv1nv

status: torndown

timestamp: 2025-01-05T15:30:40+00:00

num_battles: 17241

num_wins: 8366

celo_rating: 1258.89

family_friendly_score: 0.587

family_friendly_standard_error: 0.0069632032858448125

submission_type: basic

model_repo: NischayDnk/Merge-DPOv1nv7new

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6159641667127199, 'latency_mean': 1.623411810398102, 'latency_p50': 1.6064825057983398, 'latency_p90': 1.7911270380020141}, {'batch_size': 3, 'throughput': 1.128198186502024, 'latency_mean': 2.6529978930950167, 'latency_p50': 2.668471097946167, 'latency_p90': 2.9041975498199464}, {'batch_size': 5, 'throughput': 1.377201067650772, 'latency_mean': 3.6131677973270415, 'latency_p50': 3.6274001598358154, 'latency_p90': 4.0817002058029175}, {'batch_size': 6, 'throughput': 1.4431186921603354, 'latency_mean': 4.134979468584061, 'latency_p50': 4.144274711608887, 'latency_p90': 4.617327761650086}, {'batch_size': 8, 'throughput': 1.4971494764116182, 'latency_mean': 5.305418553352356, 'latency_p50': 5.324361801147461, 'latency_p90': 6.065212321281432}, {'batch_size': 10, 'throughput': 1.544223380647396, 'latency_mean': 6.4345511996746065, 'latency_p50': 6.502809047698975, 'latency_p90': 7.1779790163040165}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: nischaydnk-merge-dpov1nv7new_v1

is_internal_developer: False

language_model: NischayDnk/Merge-DPOv1nv7new

model_size: 13B

ranking_group: single

throughput_3p7s: 1.4

us_pacific_date: 2025-01-05

win_ratio: 0.4852386752508555

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, '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': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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 nischaydnk-merge-dpov1nv7new-v1-mkmlizer
Waiting for job on nischaydnk-merge-dpov1nv7new-v1-mkmlizer to finish
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║     _____            __           __                                ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║       /___/                                                         ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║                                                                     ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║                                                                     ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║                                                                     ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ║                                                                     ║
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: Downloaded to shared memory in 41.836s
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4c_7drul, device:0
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: quantized model in 35.492s
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: Processed model NischayDnk/Merge-DPOv1nv7new in 77.328s
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-merge-dpov1nv7new-v1
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-merge-dpov1nv7new-v1/config.json
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-merge-dpov1nv7new-v1/special_tokens_map.json
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-merge-dpov1nv7new-v1/tokenizer_config.json
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nischaydnk-merge-dpov1nv7new-v1/tokenizer.json
Failed to get response for submission nischaydnk-mistralnemo-_72991_v4: HTTPConnectionPool(host='nischaydnk-mistralnemo-72991-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-merge-dpov1nv7new-v1/flywheel_model.0.safetensors
nischaydnk-merge-dpov1nv7new-v1-mkmlizer: 
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Job nischaydnk-merge-dpov1nv7new-v1-mkmlizer completed after 104.44s with status: succeeded
Stopping job with name nischaydnk-merge-dpov1nv7new-v1-mkmlizer
Pipeline stage MKMLizer completed in 104.89s
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Creating inference service nischaydnk-merge-dpov1nv7new-v1
Waiting for inference service nischaydnk-merge-dpov1nv7new-v1 to be ready
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Inference service nischaydnk-merge-dpov1nv7new-v1 ready after 341.8031406402588s
Pipeline stage MKMLDeployer completed in 342.39s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0679891109466553s
Received healthy response to inference request in 2.115088701248169s
Received healthy response to inference request in 1.9862651824951172s
Received healthy response to inference request in 1.7444939613342285s
Received healthy response to inference request in 1.6496195793151855s
5 requests
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5th percentile: 1.6685944557189942
10th percentile: 1.6875693321228027
20th percentile: 1.7255190849304198
30th percentile: 1.7928482055664063
40th percentile: 1.8895566940307618
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60th percentile: 2.0189547538757324
70th percentile: 2.0516443252563477
80th percentile: 2.077409029006958
90th percentile: 2.0962488651275635
95th percentile: 2.105668783187866
99th percentile: 2.1132047176361084
mean time: 1.912691307067871
Pipeline stage StressChecker completed in 11.33s
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nischaydnk-merge-dpov1nv7new_v1 status is now torndown due to DeploymentManager action