Model: legraphista/granite-20b-code-instruct-IMat-GGUF
Author: legraphista
Pipeline: text-generation
Library: gguf
Tags: gguf, code, granite, quantized, GGUF, quantization, imat, imatrix, static, 16bit, 8bit, 6bit, 5bit, 4bit, 3bit, 2bit, 1bit, text-generation, 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, base_model:ibm-granite/granite-20b-code-instruct-8k, base_model:quantized:ibm-granite/granite-20b-code-instruct-8k, license:apache-2.0, model-index, region:us, conversational
Base models (quantized): id: ibm-granite/granite-20b-code-instruct-8k
Card metadata: base_model: ibm-granite/granite-20b-code-instruct
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
inference: no
library_name: gguf
license: apache-2.0
metrics: code_eval
model-index: name: granite-20b-code-instruct
results: dataset: name: HumanEvalSynthesis(Python)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 60.4
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalSynthesis(JavaScript)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 53.7
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalSynthesis(Java)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 58.5
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalSynthesis(Go)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 42.1
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalSynthesis(C++)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 45.7
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalSynthesis(Rust)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 42.7
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalExplain(Python)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 44.5
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalExplain(JavaScript)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 42.7
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalExplain(Java)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 49.4
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalExplain(Go)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 32.3
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalExplain(C++)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 42.1
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalExplain(Rust)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 18.3
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalFix(Python)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 43.9
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalFix(JavaScript)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 43.9
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalFix(Java)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 45.7
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalFix(Go)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 41.5
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalFix(C++)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 41.5
veriefied: no
verified: no
task: type: text-generation, dataset: name: HumanEvalFix(Rust)
type: bigcode/humanevalpack
metrics: name: pass@1
type: pass@1
value: 29.9
veriefied: no
verified: no
task: type: text-generation
pipeline_tag: text-generation
quantized_by: legraphista
tags: code, granite, quantized, GGUF, quantization, imat, imatrix, static, 16bit, 8bit, 6bit, 5bit, 4bit, 3bit, 2bit, 1bit
Likes: 0 | All-time downloads: 11255
Created: 2024-09-01 15:40:34