chaiml-nis-exp62-ftexp6_35561

developer_uid: NischayDnk

submission_id: chaiml-nis-exp62-ftexp6_35561_v3

model_name: chaiml-nis-exp62-ftexp6_35561_v3

model_group: ChaiML/nis-exp62-ftexp61

status: torndown

timestamp: 2025-03-10T06:37:14+00:00

num_battles: 12253

num_wins: 6253

celo_rating: 1278.93

family_friendly_score: 0.5105999999999999

family_friendly_standard_error: 0.007069478622925455

submission_type: basic

model_repo: ChaiML/nis-exp62-ftexp61-DPO-6k-13B

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': 0.6025050513779685, 'latency_mean': 1.659667307138443, 'latency_p50': 1.6728053092956543, 'latency_p90': 1.8210437059402467}, {'batch_size': 3, 'throughput': 1.1003870733702996, 'latency_mean': 2.720934730768204, 'latency_p50': 2.7217204570770264, 'latency_p90': 2.9998007297515867}, {'batch_size': 5, 'throughput': 1.331317518511134, 'latency_mean': 3.739887973070145, 'latency_p50': 3.7680028676986694, 'latency_p90': 4.236713933944702}, {'batch_size': 6, 'throughput': 1.3872907155185252, 'latency_mean': 4.2998547613620755, 'latency_p50': 4.339067101478577, 'latency_p90': 4.823562145233154}, {'batch_size': 8, 'throughput': 1.4521741587279615, 'latency_mean': 5.4775462293624875, 'latency_p50': 5.511274576187134, 'latency_p90': 6.158352947235107}, {'batch_size': 10, 'throughput': 1.5017431829981223, 'latency_mean': 6.618059393167496, 'latency_p50': 6.548147797584534, 'latency_p90': 7.426997470855713}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nis-exp62-ftexp6_35561_v3

is_internal_developer: False

language_model: ChaiML/nis-exp62-ftexp61-DPO-6k-13B

model_size: 13B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2025-03-09

win_ratio: 0.5103240022851546

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': ['###', '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 chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer
Waiting for job on chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer to finish
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║       /___/                                                         ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║                                                                     ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║                                                                     ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║                                                                     ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ║                                                                     ║
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission alexdaoud-trainer-bajem_28556_v2: ('http://alexdaoud-trainer-bajem-28556-v2-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:54792->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: Downloaded to shared memory in 28.828s
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpg4t5fok1, device:0
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: quantized model in 36.001s
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: Processed model ChaiML/nis-exp62-ftexp61-DPO-6k-13B in 64.838s
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-exp62-ftexp6-35561-v3
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-exp62-ftexp6-35561-v3/config.json
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-exp62-ftexp6-35561-v3/special_tokens_map.json
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-exp62-ftexp6-35561-v3/tokenizer_config.json
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-exp62-ftexp6-35561-v3/tokenizer.json
chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-exp62-ftexp6-35561-v3/flywheel_model.0.safetensors
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Job chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer completed after 93.54s with status: succeeded
Stopping job with name chaiml-nis-exp62-ftexp6-35561-v3-mkmlizer
Pipeline stage MKMLizer completed in 93.99s
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Creating inference service chaiml-nis-exp62-ftexp6-35561-v3
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Inference service chaiml-nis-exp62-ftexp6-35561-v3 ready after 90.61796522140503s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3627419471740723s
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Received healthy response to inference request in 1.5101854801177979s
Received healthy response to inference request in 1.6546294689178467s
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5th percentile: 1.5082243442535401
10th percentile: 1.5087146282196044
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mean time: 1.763119602203369
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