chaiml-exp118-dpo-ftmeg_78741

developer_uid: NischayDnk

submission_id: chaiml-exp118-dpo-ftmeg_78741_v2

model_name: chaiml-exp118-dpo-ftmeg_78741_v2

model_group: ChaiML/exp118-DPO-ftmega

status: torndown

timestamp: 2025-03-25T16:58:06+00:00

num_battles: 8229

num_wins: 3205

celo_rating: 1197.32

family_friendly_score: 0.12519999999999998

family_friendly_standard_error: 0.004680276914884417

submission_type: basic

model_repo: ChaiML/exp118-DPO-ftmegasft-20ksspref-s01-e3

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': 0.36503047104681813, 'latency_mean': 2.739433546066284, 'latency_p50': 2.7337647676467896, 'latency_p90': 3.02406165599823}, {'batch_size': 2, 'throughput': 0.5699336245780653, 'latency_mean': 3.497826336622238, 'latency_p50': 3.5231648683547974, 'latency_p90': 3.905983543395996}, {'batch_size': 3, 'throughput': 0.7165670104933043, 'latency_mean': 4.169886701107025, 'latency_p50': 4.183770537376404, 'latency_p90': 4.697152304649353}, {'batch_size': 4, 'throughput': 0.8355480450131214, 'latency_mean': 4.756824148893356, 'latency_p50': 4.763688564300537, 'latency_p90': 5.35464129447937}, {'batch_size': 5, 'throughput': 0.9213131004913195, 'latency_mean': 5.39512158036232, 'latency_p50': 5.356768727302551, 'latency_p90': 6.156344532966614}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-exp118-dpo-ftmeg_78741_v2

is_internal_developer: False

language_model: ChaiML/exp118-DPO-ftmegasft-20ksspref-s01-e3

model_size: 24B

ranking_group: single

throughput_3p7s: 0.62

us_pacific_date: 2025-03-25

win_ratio: 0.3894762425568113

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n', '</s>'], '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-exp118-dpo-ftmeg-78741-v2-mkmlizer
Waiting for job on chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer to finish
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║       /___/                                                         ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║                                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║                                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║                                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ║                                                                     ║
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: Downloaded to shared memory in 68.934s
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbe6dpayw, device:0
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: quantized model in 54.504s
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: Processed model ChaiML/exp118-DPO-ftmegasft-20ksspref-s01-e3 in 123.439s
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v2
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v2/config.json
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v2/special_tokens_map.json
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v2/tokenizer_config.json
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v2/tokenizer.json
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v2/flywheel_model.1.safetensors
chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp118-dpo-ftmeg-78741-v2/flywheel_model.0.safetensors
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Job chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer completed after 155.62s with status: succeeded
Stopping job with name chaiml-exp118-dpo-ftmeg-78741-v2-mkmlizer
Pipeline stage MKMLizer completed in 156.13s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp118-dpo-ftmeg-78741-v2
Waiting for inference service chaiml-exp118-dpo-ftmeg-78741-v2 to be ready
Inference service chaiml-exp118-dpo-ftmeg-78741-v2 ready after 100.37457013130188s
Pipeline stage MKMLDeployer completed in 100.94s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.397660255432129s
Received healthy response to inference request in 1.7247974872589111s
Received healthy response to inference request in 1.7501871585845947s
Received healthy response to inference request in 1.586559534072876s
Received healthy response to inference request in 1.3841814994812012s
5 requests
0 failed requests
5th percentile: 1.4246571063995361
10th percentile: 1.465132713317871
20th percentile: 1.546083927154541
30th percentile: 1.614207124710083
40th percentile: 1.6695023059844971
50th percentile: 1.7247974872589111
60th percentile: 1.7349533557891845
70th percentile: 1.745109224319458
80th percentile: 1.8796817779541017
90th percentile: 2.1386710166931153
95th percentile: 2.268165636062622
99th percentile: 2.3717613315582273
mean time: 1.7686771869659423
Pipeline stage StressChecker completed in 10.16s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5019.25s
Shutdown handler de-registered
chaiml-exp118-dpo-ftmeg_78741_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp118-dpo-ftmeg_78741_v2 status is now torndown due to DeploymentManager action