Model: ibm-granite/granite-3b-code-instruct-2k
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, arxiv:2405.04324, base_model:ibm-granite/granite-3b-code-base-2k, base_model:finetune:ibm-granite/granite-3b-code-base-2k, license:apache-2.0, model-index, text-generation-inference, deploy:azure, region:us
Base models (finetune): id: ibm-granite/granite-3b-code-base-2k
Card metadata: pipeline_tag: text-generation
base_model: ibm-granite/granite-3b-code-base-2k
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
metrics: code_eval
library_name: transformers
tags: code, granite
model-index: name: granite-3b-code-instruct
results: task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalSynthesis(Python)
metrics: name: pass@1
type: pass@1
value: 51.2
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalSynthesis(JavaScript)
metrics: name: pass@1
type: pass@1
value: 43.9
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalSynthesis(Java)
metrics: name: pass@1
type: pass@1
value: 41.5
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalSynthesis(Go)
metrics: name: pass@1
type: pass@1
value: 31.7
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalSynthesis(C++)
metrics: name: pass@1
type: pass@1
value: 40.2
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalSynthesis(Rust)
metrics: name: pass@1
type: pass@1
value: 29.3
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalExplain(Python)
metrics: name: pass@1
type: pass@1
value: 39.6
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalExplain(JavaScript)
metrics: name: pass@1
type: pass@1
value: 26.8
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalExplain(Java)
metrics: name: pass@1
type: pass@1
value: 39
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalExplain(Go)
metrics: name: pass@1
type: pass@1
value: 14
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalExplain(C++)
metrics: name: pass@1
type: pass@1
value: 23.8
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalExplain(Rust)
metrics: name: pass@1
type: pass@1
value: 12.8
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalFix(Python)
metrics: name: pass@1
type: pass@1
value: 26.8
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalFix(JavaScript)
metrics: name: pass@1
type: pass@1
value: 28
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalFix(Java)
metrics: name: pass@1
type: pass@1
value: 33.5
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalFix(Go)
metrics: name: pass@1
type: pass@1
value: 27.4
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalFix(C++)
metrics: name: pass@1
type: pass@1
value: 31.7
veriefied: no
verified: no, task: type: text-generation
dataset: type: bigcode/humanevalpack
name: HumanEvalFix(Rust)
metrics: name: pass@1
type: pass@1
value: 16.5
veriefied: no
verified: no
Likes: 39 | All-time downloads: 137807
Created: 2024-04-26 05:54:15