---

pipeline_tag: text-generation base_model: ibm-granite/granite-3b-code-base 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: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(JavaScript) metrics: - name: pass@1 type: pass@1 value: 43.9 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(Java) metrics: - name: pass@1 type: pass@1 value: 41.5 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(Go) metrics: - name: pass@1 type: pass@1 value: 31.7 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(C++) metrics: - name: pass@1 type: pass@1 value: 40.2 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(Rust) metrics: - name: pass@1 type: pass@1 value: 29.3 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(Python) metrics: - name: pass@1 type: pass@1 value: 39.6 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(JavaScript) metrics: - name: pass@1 type: pass@1 value: 26.8 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(Java) metrics: - name: pass@1 type: pass@1 value: 39 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(Go) metrics: - name: pass@1 type: pass@1 value: 14 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(C++) metrics: - name: pass@1 type: pass@1 value: 23.8 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(Rust) metrics: - name: pass@1 type: pass@1 value: 12.8 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(Python) metrics: - name: pass@1 type: pass@1 value: 26.8 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(JavaScript) metrics: - name: pass@1 type: pass@1 value: 28 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(Java) metrics: - name: pass@1 type: pass@1 value: 33.5 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(Go) metrics: - name: pass@1 type: pass@1 value: 27.4 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(C++) metrics: - name: pass@1 type: pass@1 value: 31.7 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(Rust) metrics: - name: pass@1 type: pass@1 value: 16.5 veriefied: false

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Granite 3B Code Instruct GGUF

Model creator: ibm-granite

Original model: granite-3b-code-instruct

Model Summary:

Granite-3B-Code-Instruct is a 3B parameter model fine tuned from Granite-3B-Code-Base on a combination of permissively licensed instruction data to enhance instruction following capabilities including logical reasoning and problem-solving skills.

• Developers: IBM Research
• GitHub Repository: ibm-granite/granite-code-models
• Paper: Granite Code Models: A Family of Open Foundation Models for Code Intelligence
• Release Date: May 6th, 2024
• License: Apache 2.0.

Prompt Template:

If you're using Sanctum app, simply use IBM Granite Code model preset.

Prompt template:

System:
{system_prompt}
Question:
{prompt}
Answer:

Hardware Requirements Estimate

Name	Quant method	Size	Memory (RAM, vRAM) required (for full context of 32k tokens)
granite-3b-code-instruct.Q2K.gguf	Q2K	1.34 GB	4.68 GB
granite-3b-code-instruct.Q3KS.gguf	Q3K_S	1.55 GB	?
granite-3b-code-instruct.Q3KM.gguf	Q3K_M	1.73 GB	?
granite-3b-code-instruct.Q3KL.gguf	Q3K_L	1.88 GB	?
granite-3b-code-instruct.Q40.gguf	Q40	2.00 GB	?
granite-3b-code-instruct.Q4KS.gguf	Q4K_S	2.01 GB	?
granite-3b-code-instruct.Q4KM.gguf	Q4K_M	2.13 GB	?
granite-3b-code-instruct.Q4K.gguf	Q4K	2.13 GB	?
granite-3b-code-instruct.Q41.gguf	Q41	2.21 GB	?
granite-3b-code-instruct.Q50.gguf	Q50	2.42 GB	?
granite-3b-code-instruct.Q5KS.gguf	Q5K_S	2.42 GB	?
granite-3b-code-instruct.Q5KM.gguf	Q5K_M	2.49 GB	?
granite-3b-code-instruct.Q5K.gguf	Q5K	2.49 GB	?
granite-3b-code-instruct.Q51.gguf	Q51	2.63 GB	?
granite-3b-code-instruct.Q6K.gguf	Q6K	2.86 GB	?
granite-3b-code-instruct.Q80.gguf	Q80	3.71 GB	?
granite-3b-code-instruct.f16.gguf	f16	6.97 GB	4.68 GB

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