chaiml-mistral-nemo-dpo-_8283

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_8283_v2

model_name: chaiml-mistral-nemo-dpo-_8283_v2

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-20T23:17:40+00:00

num_battles: 14366

num_wins: 6866

celo_rating: 1230.63

family_friendly_score: 0.5993999999999999

family_friendly_standard_error: 0.006929929869775018

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1104

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6456209894593011, 'latency_mean': 1.5488341152668, 'latency_p50': 1.5520528554916382, 'latency_p90': 1.7146183967590332}, {'batch_size': 4, 'throughput': 1.5069006800510214, 'latency_mean': 2.6436527144908903, 'latency_p50': 2.6346538066864014, 'latency_p90': 2.918158483505249}, {'batch_size': 5, 'throughput': 1.6528466024255881, 'latency_mean': 3.0048750257492065, 'latency_p50': 2.98494553565979, 'latency_p90': 3.4101213693618773}, {'batch_size': 8, 'throughput': 1.9534816898246492, 'latency_mean': 4.071479460000992, 'latency_p50': 4.046103239059448, 'latency_p90': 4.60274441242218}, {'batch_size': 10, 'throughput': 2.0218782511334292, 'latency_mean': 4.896023893356324, 'latency_p50': 4.920028567314148, 'latency_p90': 5.570409536361694}, {'batch_size': 12, 'throughput': 2.088000616936065, 'latency_mean': 5.693197057247162, 'latency_p50': 5.665354132652283, 'latency_p90': 6.378799772262573}, {'batch_size': 15, 'throughput': 2.13841023037564, 'latency_mean': 6.933592941761017, 'latency_p50': 6.8525450229644775, 'latency_p90': 7.953979349136352}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_8283_v2

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1104

model_size: 13B

ranking_group: single

throughput_3p7s: 1.88

us_pacific_date: 2024-12-20

win_ratio: 0.4779340108589726

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': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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 chaiml-mistral-nemo-dpo-8283-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-8283-v2-mkmlizer to finish
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission blend_mokul_2024-11-14: ('http://chaiml-llama-8b-multihea-7878-v5-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:40114->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: Downloaded to shared memory in 39.369s
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsdjq6hnh, device:0
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: quantized model in 38.501s
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1104 in 77.871s
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v2
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v2/config.json
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v2/special_tokens_map.json
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v2/tokenizer_config.json
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v2/tokenizer.json
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v2/flywheel_model.0.safetensors
chaiml-mistral-nemo-dpo-8283-v2-mkmlizer: 
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Job chaiml-mistral-nemo-dpo-8283-v2-mkmlizer completed after 114.32s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-8283-v2-mkmlizer
Pipeline stage MKMLizer completed in 114.80s
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Creating inference service chaiml-mistral-nemo-dpo-8283-v2
Waiting for inference service chaiml-mistral-nemo-dpo-8283-v2 to be ready
Inference service chaiml-mistral-nemo-dpo-8283-v2 ready after 311.63467669487s
Pipeline stage MKMLDeployer completed in 312.15s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.7459993362426758s
Received healthy response to inference request in 1.002098798751831s
Received healthy response to inference request in 1.5091776847839355s
Received healthy response to inference request in 0.9486677646636963s
Received healthy response to inference request in 1.3585741519927979s
5 requests
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5th percentile: 0.9593539714813233
10th percentile: 0.9700401782989502
20th percentile: 0.9914125919342041
30th percentile: 1.0733938694000245
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70th percentile: 1.479056978225708
80th percentile: 1.5565420150756837
90th percentile: 1.6512706756591797
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mean time: 1.3129035472869872
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chaiml-mistral-nemo-dpo-_8283_v2 status is now inactive due to auto deactivation removed underperforming models