developer_uid: NischayDnk
submission_id: chaiml-exp76-dpo-megasf_25631_v2
model_name: chaiml-exp76-dpo-megasf_25631_v2
model_group: ChaiML/exp76-dpo-megasft
status: inactive
timestamp: 2025-03-13T12:55:00+00:00
num_battles: 8189
num_wins: 1433
celo_rating: 1009.92
family_friendly_score: 0.8888
family_friendly_standard_error: 0.004445999550157422
submission_type: basic
model_repo: ChaiML/exp76-dpo-megasfte2-24B-ssdelfiltered1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.36474980635593607, 'latency_mean': 2.7415318870544434, 'latency_p50': 2.7547866106033325, 'latency_p90': 3.008977675437927}, {'batch_size': 2, 'throughput': 0.5704885192596757, 'latency_mean': 3.4939041674137115, 'latency_p50': 3.507286310195923, 'latency_p90': 3.8162129878997804}, {'batch_size': 3, 'throughput': 0.7115445843363246, 'latency_mean': 4.194464827775955, 'latency_p50': 4.184502959251404, 'latency_p90': 4.587563967704773}, {'batch_size': 4, 'throughput': 0.8404334181716494, 'latency_mean': 4.745534930229187, 'latency_p50': 4.717059135437012, 'latency_p90': 5.29795732498169}, {'batch_size': 5, 'throughput': 0.9207346258922219, 'latency_mean': 5.412364717721939, 'latency_p50': 5.388535261154175, 'latency_p90': 5.997963833808899}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-exp76-dpo-megasf_25631_v2
is_internal_developer: True
language_model: ChaiML/exp76-dpo-megasfte2-24B-ssdelfiltered1
model_size: 24B
ranking_group: single
throughput_3p7s: 0.62
us_pacific_date: 2025-03-13
win_ratio: 0.17499084137257295
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>', 'You:', '###'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '[INST]<|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}:[/INST]', '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-exp76-dpo-megasf-25631-v2-mkmlizer
Waiting for job on chaiml-exp76-dpo-megasf-25631-v2-mkmlizer to finish
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║       /___/                                                         ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║                                                                     ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║                                                                     ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║                                                                     ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ║                                                                     ║
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: Downloaded to shared memory in 57.783s
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpymswgdv0, device:0
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: quantized model in 54.691s
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: Processed model ChaiML/exp76-dpo-megasfte2-24B-ssdelfiltered1 in 112.474s
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp76-dpo-megasf-25631-v2
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp76-dpo-megasf-25631-v2/config.json
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp76-dpo-megasf-25631-v2/special_tokens_map.json
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp76-dpo-megasf-25631-v2/tokenizer_config.json
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp76-dpo-megasf-25631-v2/tokenizer.json
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp76-dpo-megasf-25631-v2/flywheel_model.1.safetensors
chaiml-exp76-dpo-megasf-25631-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp76-dpo-megasf-25631-v2/flywheel_model.0.safetensors
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Job chaiml-exp76-dpo-megasf-25631-v2-mkmlizer completed after 145.13s with status: succeeded
Stopping job with name chaiml-exp76-dpo-megasf-25631-v2-mkmlizer
Pipeline stage MKMLizer completed in 145.60s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp76-dpo-megasf-25631-v2
Waiting for inference service chaiml-exp76-dpo-megasf-25631-v2 to be ready
Inference service chaiml-exp76-dpo-megasf-25631-v2 ready after 100.40813398361206s
Pipeline stage MKMLDeployer completed in 101.00s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0336687564849854s
Received healthy response to inference request in 0.20924925804138184s
Received healthy response to inference request in 0.41420912742614746s
Received healthy response to inference request in 0.30643415451049805s
Received healthy response to inference request in 0.4599003791809082s
5 requests
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5th percentile: 0.22868623733520507
10th percentile: 0.2481232166290283
20th percentile: 0.2869971752166748
30th percentile: 0.3279891490936279
40th percentile: 0.3710991382598877
50th percentile: 0.41420912742614746
60th percentile: 0.43248562812805175
70th percentile: 0.45076212882995603
80th percentile: 0.774654054641724
90th percentile: 1.4041614055633547
95th percentile: 1.7189150810241696
99th percentile: 1.9707180213928222
mean time: 0.6846923351287841
Pipeline stage StressChecker completed in 4.87s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
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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 3286.50s
Shutdown handler de-registered
chaiml-exp76-dpo-megasf_25631_v2 status is now inactive due to auto deactivation removed underperforming models
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