developer_uid: NischayDnk
submission_id: nischaydnk-mistralsmall_30076_v3
model_name: mistral-redem-dpo-paramtune
model_group: NischayDnk/mistralsmall2
status: torndown
timestamp: 2025-02-24T00:03:50+00:00
num_battles: 9533
num_wins: 4522
celo_rating: 1259.87
family_friendly_score: 0.544
family_friendly_standard_error: 0.007043635424977645
submission_type: basic
model_repo: NischayDnk/mistralsmall24b-redemp-dpo-v1-rp-v7
model_architecture: MistralForCausalLM
model_num_parameters: 24096721920.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.3672647454196336, 'latency_mean': 2.7227364766597746, 'latency_p50': 2.7262054681777954, 'latency_p90': 2.9944144248962403}, {'batch_size': 2, 'throughput': 0.5749015939935049, 'latency_mean': 3.469320774078369, 'latency_p50': 3.48082435131073, 'latency_p90': 3.841765809059143}, {'batch_size': 3, 'throughput': 0.7309755046678662, 'latency_mean': 4.090107110738754, 'latency_p50': 4.092462062835693, 'latency_p90': 4.485676503181457}, {'batch_size': 4, 'throughput': 0.8486973293517867, 'latency_mean': 4.704595398902893, 'latency_p50': 4.718505024909973, 'latency_p90': 5.224373602867127}, {'batch_size': 5, 'throughput': 0.9327369777753817, 'latency_mean': 5.32106787443161, 'latency_p50': 5.315883040428162, 'latency_p90': 5.94172248840332}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: mistral-redem-dpo-paramtune
is_internal_developer: False
language_model: NischayDnk/mistralsmall24b-redemp-dpo-v1-rp-v7
model_size: 24B
ranking_group: single
throughput_3p7s: 0.64
us_pacific_date: 2025-02-23
win_ratio: 0.4743522500786741
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.2, 'top_k': 80, 'presence_penalty': 0.2, 'frequency_penalty': 0.5, 'stopping_words': ['You:', '\n', '###', '</s>'], '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 nischaydnk-mistralsmall-30076-v3-mkmlizer
Waiting for job on nischaydnk-mistralsmall-30076-v3-mkmlizer to finish
nischaydnk-mistralsmall-30076-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║     _____            __           __                                ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║       /___/                                                         ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║                                                                     ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║                                                                     ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║                                                                     ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ║                                                                     ║
nischaydnk-mistralsmall-30076-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nischaydnk-mistralsmall-30076-v3-mkmlizer: Downloaded to shared memory in 60.012s
nischaydnk-mistralsmall-30076-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpb4k2cy29, device:0
nischaydnk-mistralsmall-30076-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nischaydnk-mistralsmall-30076-v3-mkmlizer: quantized model in 52.088s
nischaydnk-mistralsmall-30076-v3-mkmlizer: Processed model NischayDnk/mistralsmall24b-redemp-dpo-v1-rp-v7 in 112.101s
nischaydnk-mistralsmall-30076-v3-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-mistralsmall-30076-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-mistralsmall-30076-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v3
nischaydnk-mistralsmall-30076-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v3/config.json
nischaydnk-mistralsmall-30076-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v3/special_tokens_map.json
nischaydnk-mistralsmall-30076-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v3/flywheel_model.1.safetensors
nischaydnk-mistralsmall-30076-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v3/flywheel_model.0.safetensors
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Job nischaydnk-mistralsmall-30076-v3-mkmlizer completed after 144.78s with status: succeeded
Stopping job with name nischaydnk-mistralsmall-30076-v3-mkmlizer
Pipeline stage MKMLizer completed in 145.25s
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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 nischaydnk-mistralsmall-30076-v3
Waiting for inference service nischaydnk-mistralsmall-30076-v3 to be ready
Inference service nischaydnk-mistralsmall-30076-v3 ready after 230.8291482925415s
Pipeline stage MKMLDeployer completed in 231.27s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 3.06941819190979s
Received healthy response to inference request in 2.80224347114563s
Received healthy response to inference request in 2.621309757232666s
Received healthy response to inference request in 2.406947374343872s
5 requests
1 failed requests
5th percentile: 2.4498198509216307
10th percentile: 2.4926923274993897
20th percentile: 2.5784372806549074
30th percentile: 2.6574965000152586
40th percentile: 2.7298699855804442
50th percentile: 2.80224347114563
60th percentile: 2.909113359451294
70th percentile: 3.015983247756958
80th percentile: 6.480009078979496
90th percentile: 13.301190853118898
95th percentile: 16.711781740188595
99th percentile: 19.44025444984436
mean time: 6.204458284378052
%s, retrying in %s seconds...
Received healthy response to inference request in 2.4592721462249756s
Received healthy response to inference request in 2.5918023586273193s
Received healthy response to inference request in 2.652055263519287s
Received healthy response to inference request in 2.494311809539795s
Received healthy response to inference request in 2.492276668548584s
5 requests
0 failed requests
5th percentile: 2.465873050689697
10th percentile: 2.472473955154419
20th percentile: 2.4856757640838625
30th percentile: 2.492683696746826
40th percentile: 2.4934977531433105
50th percentile: 2.494311809539795
60th percentile: 2.5333080291748047
70th percentile: 2.5723042488098145
80th percentile: 2.603852939605713
90th percentile: 2.6279541015625
95th percentile: 2.6400046825408934
99th percentile: 2.6496451473236085
mean time: 2.537943649291992
Pipeline stage StressChecker completed in 46.12s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.03s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
nischaydnk-mistralsmall_30076_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
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 5192.08s
Shutdown handler de-registered
nischaydnk-mistralsmall_30076_v3 status is now inactive due to auto deactivation removed underperforming models
nischaydnk-mistralsmall_30076_v3 status is now torndown due to DeploymentManager action