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RichardErkhov/shubhamrathore081_-_entity_identification_v20-gguf

sourceHugging Faceupdated 2y agoView on Hugging Face
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Quantization made by Richard Erkhov.

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entityidentificationv20 - GGUF

  • —Model creator: https://huggingface.co/shubhamrathore081/
  • —Original model: https://huggingface.co/shubhamrathore081/entityidentificationv20/
NameQuant methodSize
entity_identification_v20.Q2_K.ggufQ2_K1.35GB
entity_identification_v20.IQ3_XS.ggufIQ3_XS1.49GB
entity_identification_v20.IQ3_S.ggufIQ3_S1.57GB
entity_identification_v20.Q3_K_S.ggufQ3KS1.57GB
entity_identification_v20.IQ3_M.ggufIQ3_M1.65GB
entity_identification_v20.Q3_K.ggufQ3_K1.75GB
entity_identification_v20.Q3_K_M.ggufQ3KM1.75GB
entity_identification_v20.Q3_K_L.ggufQ3KL1.9GB
entity_identification_v20.IQ4_XS.ggufIQ4_XS1.93GB
entity_identification_v20.Q4_0.ggufQ4_02.03GB
entity_identification_v20.IQ4_NL.ggufIQ4_NL2.04GB
entity_identification_v20.Q4_K_S.ggufQ4KS2.04GB
entity_identification_v20.Q4_K.ggufQ4_K2.16GB
entity_identification_v20.Q4_K_M.ggufQ4KM2.16GB
entity_identification_v20.Q4_1.ggufQ4_12.24GB
entity_identification_v20.Q5_0.ggufQ5_02.46GB
entity_identification_v20.Q5_K_S.ggufQ5KS2.46GB
entity_identification_v20.Q5_K.ggufQ5_K2.53GB
entity_identification_v20.Q5_K_M.ggufQ5KM2.53GB
entity_identification_v20.Q5_1.ggufQ5_12.68GB
entity_identification_v20.Q6_K.ggufQ6_K2.92GB
entity_identification_v20.Q8_0.ggufQ8_03.78GB

Original model description: --- language: en license: apache-2.0 tags:

  • —text-generation-inference
  • —transformers
  • —unsloth
  • —mistral
  • —trl ---

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BASE_MODEL unsloth/Phi-3-mini-4k-instruct

TRAININGDATA entity1020QtrainingdataCha_21Aug.csv

Training DateTime: 2024-08-22 13:16:51.125531

Training Objective: MAINENTITYEXTACTION

HF Locaiton: shubhamrathore081/entityidentificationv20

Instruction format:

Instruction:

Identify 'Main Entity','derived_from','Intent Type' from the given statement

Make sure to take 'derived_from' from Input statement only.

Input:

statement: {}

Response:

{}

Number of Samples: 10

Intent Accuracy: 100.0

Entity Accuracy: 100.0

Derived Synonyms Accuracy: 100.0