Model: ibm-granite/granite-8b-code-instruct-128k
Author: ibm-granite
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, llama, text-generation, code, granite, conversational, dataset:bigcode/commitpackft, dataset:TIGER-Lab/MathInstruct, dataset:meta-math/MetaMathQA, dataset:glaiveai/glaive-code-assistant-v3, dataset:glaive-function-calling-v2, dataset:bugdaryan/sql-create-context-instruction, dataset:garage-bAInd/Open-Platypus, dataset:nvidia/HelpSteer, dataset:bigcode/self-oss-instruct-sc2-exec-filter-50k, arxiv:2407.13739, license:apache-2.0, model-index, text-generation-inference, deploy:azure, region:us
Card metadata: pipeline_tag: text-generation
inference: no
license: apache-2.0
datasets: bigcode/commitpackft, TIGER-Lab/MathInstruct, meta-math/MetaMathQA, glaiveai/glaive-code-assistant-v3, glaive-function-calling-v2, bugdaryan/sql-create-context-instruction, garage-bAInd/Open-Platypus, nvidia/HelpSteer, bigcode/self-oss-instruct-sc2-exec-filter-50k
metrics: code_eval
library_name: transformers
tags: code, granite
model-index: name: granite-8B-Code-instruct-128k
results: task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalSynthesis (Python)
metrics: name: pass@1
type: pass@1
value: 62.2
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalSynthesis (Average)
metrics: name: pass@1
type: pass@1
value: 51.4
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalExplain (Average)
metrics: name: pass@1
type: pass@1
value: 38.9
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalFix (Average)
metrics: name: pass@1
type: pass@1
value: 38.3
verified: no, task: type: text-generation
dataset: type: repoqa
name: RepoQA (Python@16K)
metrics: name: pass@1 (thresh=0.5)
type: pass@1 (thresh=0.5)
value: 73
verified: no, task: type: text-generation
dataset: type: repoqa
name: RepoQA (C++@16K)
metrics: name: pass@1 (thresh=0.5)
type: pass@1 (thresh=0.5)
value: 37
verified: no, task: type: text-generation
dataset: type: repoqa
name: RepoQA (Java@16K)
metrics: name: pass@1 (thresh=0.5)
type: pass@1 (thresh=0.5)
value: 73
verified: no, task: type: text-generation
dataset: type: repoqa
name: RepoQA (TypeScript@16K)
metrics: name: pass@1 (thresh=0.5)
type: pass@1 (thresh=0.5)
value: 62
verified: no, task: type: text-generation
dataset: type: repoqa
name: RepoQA (Rust@16K)
metrics: name: pass@1 (thresh=0.5)
type: pass@1 (thresh=0.5)
value: 63
verified: no
Likes: 21 | All-time downloads: 33046
Created: 2024-07-12 16:47:49