nischaydnk-nis-exp64-ft_94488

developer_uid: NischayDnk

submission_id: nischaydnk-nis-exp64-ft_94488_v1

model_name: nischaydnk-nis-exp64-ft_94488_v1

model_group: NischayDnk/nis-exp64-fte

status: torndown

timestamp: 2025-03-10T11:35:58+00:00

num_battles: 15752

num_wins: 8614

celo_rating: 1312.86

family_friendly_score: 0.44420000000000004

family_friendly_standard_error: 0.0070268963276826565

submission_type: basic

model_repo: NischayDnk/nis-exp64-ftexp62-DPO-20k-13B-stage2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5895792452042856, 'latency_mean': 1.6960436451435088, 'latency_p50': 1.707019329071045, 'latency_p90': 1.8739821195602417}, {'batch_size': 3, 'throughput': 1.0790461927135404, 'latency_mean': 2.768895447254181, 'latency_p50': 2.785049080848694, 'latency_p90': 2.990536832809448}, {'batch_size': 5, 'throughput': 1.2896826106052566, 'latency_mean': 3.866619918346405, 'latency_p50': 3.8530303239822388, 'latency_p90': 4.325457358360291}, {'batch_size': 6, 'throughput': 1.364658200672727, 'latency_mean': 4.364765973091125, 'latency_p50': 4.348759174346924, 'latency_p90': 4.888314437866211}, {'batch_size': 8, 'throughput': 1.4284798062955575, 'latency_mean': 5.567285507917404, 'latency_p50': 5.603718638420105, 'latency_p90': 6.163818502426148}, {'batch_size': 10, 'throughput': 1.4348102750776652, 'latency_mean': 6.914080468416214, 'latency_p50': 6.942604660987854, 'latency_p90': 7.760727310180664}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: nischaydnk-nis-exp64-ft_94488_v1

is_internal_developer: False

language_model: NischayDnk/nis-exp64-ftexp62-DPO-20k-13B-stage2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.27

us_pacific_date: 2025-03-10

win_ratio: 0.5468511934992382

generation_params: {'temperature': 0.85, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['You:', '</s>', '\n', '###'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]', 'prompt_template': "''", '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': '[/INST]{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-nis-exp64-ft-94488-v1-mkmlizer
Waiting for job on nischaydnk-nis-exp64-ft-94488-v1-mkmlizer to finish
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║     _____            __           __                                ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║       /___/                                                         ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║                                                                     ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║                                                                     ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║                                                                     ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ║                                                                     ║
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: Downloaded to shared memory in 36.426s
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpy86v0y_9, device:0
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: quantized model in 34.973s
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: Processed model NischayDnk/nis-exp64-ftexp62-DPO-20k-13B-stage2 in 71.400s
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-nis-exp64-ft-94488-v1
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-nis-exp64-ft-94488-v1/config.json
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-nis-exp64-ft-94488-v1/special_tokens_map.json
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-nis-exp64-ft-94488-v1/tokenizer_config.json
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nischaydnk-nis-exp64-ft-94488-v1/tokenizer.json
nischaydnk-nis-exp64-ft-94488-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-nis-exp64-ft-94488-v1/flywheel_model.0.safetensors
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Job nischaydnk-nis-exp64-ft-94488-v1-mkmlizer completed after 93.64s with status: succeeded
Stopping job with name nischaydnk-nis-exp64-ft-94488-v1-mkmlizer
Pipeline stage MKMLizer completed in 94.39s
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Creating inference service nischaydnk-nis-exp64-ft-94488-v1
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Inference service nischaydnk-nis-exp64-ft-94488-v1 ready after 90.34985828399658s
Pipeline stage MKMLDeployer completed in 90.85s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0627803802490234s
Received healthy response to inference request in 1.662405014038086s
Received healthy response to inference request in 1.900895357131958s
Received healthy response to inference request in 1.5395076274871826s
Received healthy response to inference request in 1.9546213150024414s
5 requests
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5th percentile: 1.5640871047973632
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mean time: 1.8240419387817384
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