chaiml-slerpv1-merge-dp_26736

developer_uid: NischayDnk

submission_id: chaiml-slerpv1-merge-dp_26736_v1

model_name: chaiml-slerpv1-merge-dp_26736_v1

model_group: ChaiML/slerpv1_merge_dpo

status: torndown

timestamp: 2025-04-02T16:32:01+00:00

num_battles: 7588

num_wins: 4103

celo_rating: 1312.93

family_friendly_score: 0.5258

family_friendly_standard_error: 0.007061647966303617

submission_type: basic

model_repo: ChaiML/slerpv1_merge_dpo_exp73_exp3

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.36860805127512297, 'latency_mean': 2.712814120054245, 'latency_p50': 2.6971945762634277, 'latency_p90': 3.01821768283844}, {'batch_size': 2, 'throughput': 0.5779132586232316, 'latency_mean': 3.449795763492584, 'latency_p50': 3.457977771759033, 'latency_p90': 3.7952229261398314}, {'batch_size': 3, 'throughput': 0.7281236482314599, 'latency_mean': 4.106892096996307, 'latency_p50': 4.150110721588135, 'latency_p90': 4.448601460456848}, {'batch_size': 4, 'throughput': 0.8550816388329463, 'latency_mean': 4.6668254816532135, 'latency_p50': 4.6566241979599, 'latency_p90': 5.317449235916138}, {'batch_size': 5, 'throughput': 0.9319288017117452, 'latency_mean': 5.3473819470405575, 'latency_p50': 5.3338974714279175, 'latency_p90': 5.998630928993225}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-slerpv1-merge-dp_26736_v1

is_internal_developer: False

language_model: ChaiML/slerpv1_merge_dpo_exp73_exp3

model_size: 24B

ranking_group: single

throughput_3p7s: 0.64

us_pacific_date: 2025-04-02

win_ratio: 0.540722192936215

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n'], '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 chaiml-slerpv1-merge-dp-26736-v1-mkmlizer
Waiting for job on chaiml-slerpv1-merge-dp-26736-v1-mkmlizer to finish
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║       /___/                                                         ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║                                                                     ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║                                                                     ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║                                                                     ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ║                                                                     ║
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-sft-gemma2-28b-v_83370_v1: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v-83370-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: Downloaded to shared memory in 82.421s
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpe64yun5u, device:0
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-slerpv1-merge-dp-26736-v1
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-slerpv1-merge-dp-26736-v1/config.json
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-slerpv1-merge-dp-26736-v1/special_tokens_map.json
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-slerpv1-merge-dp-26736-v1/tokenizer_config.json
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-slerpv1-merge-dp-26736-v1/tokenizer.json
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-slerpv1-merge-dp-26736-v1/flywheel_model.1.safetensors
chaiml-slerpv1-merge-dp-26736-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-slerpv1-merge-dp-26736-v1/flywheel_model.0.safetensors
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Job chaiml-slerpv1-merge-dp-26736-v1-mkmlizer completed after 176.08s with status: succeeded
Stopping job with name chaiml-slerpv1-merge-dp-26736-v1-mkmlizer
Pipeline stage MKMLizer completed in 176.57s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-slerpv1-merge-dp-26736-v1
Waiting for inference service chaiml-slerpv1-merge-dp-26736-v1 to be ready
Inference service chaiml-slerpv1-merge-dp-26736-v1 ready after 110.42917323112488s
Pipeline stage MKMLDeployer completed in 110.95s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.5089075565338135s
Received healthy response to inference request in 2.9026660919189453s
Received healthy response to inference request in 2.6860191822052s
Received healthy response to inference request in 2.675060987472534s
Received healthy response to inference request in 2.7306442260742188s
5 requests
0 failed requests
5th percentile: 2.6772526264190675
10th percentile: 2.6794442653656008
20th percentile: 2.683827543258667
30th percentile: 2.6949441909790037
40th percentile: 2.7127942085266112
50th percentile: 2.7306442260742188
60th percentile: 2.7994529724121096
70th percentile: 2.86826171875
80th percentile: 3.023914384841919
90th percentile: 3.266410970687866
95th percentile: 3.3876592636108396
99th percentile: 3.484657897949219
mean time: 2.900659608840942
Pipeline stage StressChecker completed in 15.83s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5529.66s
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chaiml-slerpv1-merge-dp_26736_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-slerpv1-merge-dp_26736_v1 status is now torndown due to DeploymentManager action