---

pipeline_tag: text-generation base_model: ibm-granite/granite-8b-code-base inference: false 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-8b-code-instruct

results: - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(Python) metrics: - name: pass@1 type: pass@1 value: 57.9 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(JavaScript) metrics: - name: pass@1 type: pass@1 value: 52.4 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(Java) metrics: - name: pass@1 type: pass@1 value: 58.5 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(Go) metrics: - name: pass@1 type: pass@1 value: 43.3 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(C++) metrics: - name: pass@1 type: pass@1 value: 48.2 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalSynthesis(Rust) metrics: - name: pass@1 type: pass@1 value: 37.2 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(Python) metrics: - name: pass@1 type: pass@1 value: 53.0 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(JavaScript) metrics: - name: pass@1 type: pass@1 value: 42.7 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(Java) metrics: - name: pass@1 type: pass@1 value: 52.4 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(Go) metrics: - name: pass@1 type: pass@1 value: 36.6 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(C++) metrics: - name: pass@1 type: pass@1 value: 43.9 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalExplain(Rust) metrics: - name: pass@1 type: pass@1 value: 16.5 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(Python) metrics: - name: pass@1 type: pass@1 value: 39.6 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(JavaScript) metrics: - name: pass@1 type: pass@1 value: 40.9 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(Java) metrics: - name: pass@1 type: pass@1 value: 48.2 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(Go) metrics: - name: pass@1 type: pass@1 value: 41.5 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(C++) metrics: - name: pass@1 type: pass@1 value: 39.0 veriefied: false - task: type: text-generation dataset: type: bigcode/humanevalpack name: HumanEvalFix(Rust) metrics: - name: pass@1 type: pass@1 value: 32.9 veriefied: false

---

!image/png
This model was quantized by SanctumAI. To leave feedback, join our community in Discord.

Granite 8B Code Instruct GGUF

Model creator: ibm-granite

Original model: granite-8b-code-instruct

Model Summary:

Granite-8B-Code-Instruct is a 8B parameter model fine tuned from Granite-8B-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
granite-8b-code-instruct.Q2K.gguf	Q2K	3.06 GB	7.47 GB
granite-8b-code-instruct.Q3KS.gguf	Q3K_S	3.55 GB	?
granite-8b-code-instruct.Q3KM.gguf	Q3K_M	3.94 GB	?
granite-8b-code-instruct.Q3KL.gguf	Q3K_L	4.29 GB	?
granite-8b-code-instruct.Q40.gguf	Q40	4.59 GB	?
granite-8b-code-instruct.Q4KS.gguf	Q4K_S	4.62 GB	?
granite-8b-code-instruct.Q4KM.gguf	Q4K_M	4.88 GB	?
granite-8b-code-instruct.Q4K.gguf	Q4K	4.88 GB	?
granite-8b-code-instruct.Q41.gguf	Q41	5.08 GB	?
granite-8b-code-instruct.Q50.gguf	Q50	5.57 GB	?
granite-8b-code-instruct.Q5KS.gguf	Q5K_S	5.57 GB	?
granite-8b-code-instruct.Q5KM.gguf	Q5K_M	5.72 GB	?
granite-8b-code-instruct.Q5K.gguf	Q5K	5.72 GB	?
granite-8b-code-instruct.Q51.gguf	Q51	6.06 GB	?
granite-8b-code-instruct.Q6K.gguf	Q6K	6.62 GB	?
granite-8b-code-instruct.Q80.gguf	Q80	8.57 GB	?
granite-8b-code-instruct.f16.gguf	f16	16.12 GB	19.62 GB

Disclaimer

Sanctum is not the creator, originator, or owner of any Model featured in the Models section of the Sanctum application. Each Model is created and provided by third parties. Sanctum does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Model listed there. You understand that supported Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Model is the sole responsibility of the person or entity who originated such Model. Sanctum may not monitor or control the Models supported and cannot, and does not, take responsibility for any such Model. Sanctum disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Models. Sanctum further disclaims any warranty that the Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Models, your downloading of any Model, or use of any other Model provided by or through Sanctum.