chaiml-snugstable1-2-12_81724

developer_uid: zonemercy

submission_id: chaiml-snugstable1-2-12_81724_v3

model_name: tempv1-1

model_group: ChaiML/SnugStable1.2-12b

status: torndown

timestamp: 2024-12-27T23:02:21+00:00

num_battles: 12856

num_wins: 7047

celo_rating: 1301.6

family_friendly_score: 0.5908

family_friendly_standard_error: 0.006953493510459329

submission_type: basic

model_repo: ChaiML/SnugStable1.2-12b0-l1e5r7

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6369777826315929, 'latency_mean': 1.5698473274707794, 'latency_p50': 1.557863712310791, 'latency_p90': 1.735058331489563}, {'batch_size': 3, 'throughput': 1.2683676465671083, 'latency_mean': 2.3594099378585813, 'latency_p50': 2.3676005601882935, 'latency_p90': 2.6240867376327515}, {'batch_size': 5, 'throughput': 1.590713925898098, 'latency_mean': 3.1290421903133394, 'latency_p50': 3.1282306909561157, 'latency_p90': 3.554604744911194}, {'batch_size': 6, 'throughput': 1.7136544349936507, 'latency_mean': 3.479091522693634, 'latency_p50': 3.456129789352417, 'latency_p90': 3.927215647697449}, {'batch_size': 8, 'throughput': 1.8569949736905818, 'latency_mean': 4.2768054819107055, 'latency_p50': 4.265912055969238, 'latency_p90': 4.829605460166931}, {'batch_size': 10, 'throughput': 1.930400074585179, 'latency_mean': 5.131134954690933, 'latency_p50': 5.095760822296143, 'latency_p90': 5.861567974090576}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-1

is_internal_developer: True

language_model: ChaiML/SnugStable1.2-12b0-l1e5r7

model_size: 13B

ranking_group: single

throughput_3p7s: 1.77

us_pacific_date: 2024-12-27

win_ratio: 0.5481487243310517

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], '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-snugstable1-2-12-81724-v3-mkmlizer
Waiting for job on chaiml-snugstable1-2-12-81724-v3-mkmlizer to finish
chaiml-snugstable1-2-12-81724-v3-mkmlizer: Downloaded to shared memory in 36.256s
chaiml-snugstable1-2-12-81724-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2tv3la5_, device:0
chaiml-snugstable1-2-12-81724-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-snugstable1-2-12-81724-v3-mkmlizer: quantized model in 38.267s
chaiml-snugstable1-2-12-81724-v3-mkmlizer: Processed model ChaiML/SnugStable1.2-12b0-l1e5r7 in 74.524s
chaiml-snugstable1-2-12-81724-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-snugstable1-2-12-81724-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-snugstable1-2-12-81724-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-snugstable1-2-12-81724-v3
chaiml-snugstable1-2-12-81724-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-snugstable1-2-12-81724-v3/config.json
chaiml-snugstable1-2-12-81724-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-snugstable1-2-12-81724-v3/special_tokens_map.json
chaiml-snugstable1-2-12-81724-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-snugstable1-2-12-81724-v3/tokenizer_config.json
chaiml-snugstable1-2-12-81724-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-snugstable1-2-12-81724-v3/tokenizer.json
chaiml-snugstable1-2-12-81724-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-snugstable1-2-12-81724-v3/flywheel_model.0.safetensors
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Job chaiml-snugstable1-2-12-81724-v3-mkmlizer completed after 113.34s with status: succeeded
Stopping job with name chaiml-snugstable1-2-12-81724-v3-mkmlizer
Pipeline stage MKMLizer completed in 113.85s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-snugstable1-2-12-81724-v3
Waiting for inference service chaiml-snugstable1-2-12-81724-v3 to be ready
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Inference service chaiml-snugstable1-2-12-81724-v3 ready after 291.36991596221924s
Pipeline stage MKMLDeployer completed in 291.93s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.964104175567627s
Received healthy response to inference request in 1.3440353870391846s
Received healthy response to inference request in 1.5054633617401123s
Received healthy response to inference request in 1.1718308925628662s
Received healthy response to inference request in 1.4451227188110352s
5 requests
0 failed requests
5th percentile: 1.2062717914581298
10th percentile: 1.2407126903533936
20th percentile: 1.309594488143921
30th percentile: 1.3642528533935547
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50th percentile: 1.4451227188110352
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70th percentile: 1.4933952331542968
80th percentile: 1.5971915245056154
90th percentile: 1.7806478500366212
95th percentile: 1.8723760128021238
99th percentile: 1.9457585430145263
mean time: 1.486111307144165
Pipeline stage StressChecker completed in 8.89s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2393.48s
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chaiml-snugstable1-2-12_81724_v3 status is now inactive due to auto deactivation removed underperforming models
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chaiml-snugstable1-2-12_81724_v3 status is now torndown due to DeploymentManager action
chaiml-snugstable1-2-12_81724_v3 status is now torndown due to DeploymentManager action