What are the hardware requirements for CodeLlama Toolformer Qlora?

CodeLlama Toolformer Qlora requires approximately 0.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed CodeLlama Toolformer Qlora and how large is it?

CodeLlama Toolformer Qlora is developed by interstellarninja. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate CodeLlama Toolformer Qlora?

CodeLlama Toolformer Qlora is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

CodeLlama Toolformer Qlora by interstellarninja — VRAM 0.6GB

Name: CodeLlama Toolformer Qlora
Author: interstellarninja

CodeLlama Toolformer Qlora is an open-source language model by interstellarninja. Features: LLM, VRAM: 0.6GB, Code Generating, LLM Explorer Score: 0.08.

Adapter Codegen Finetuned Lora Region:us

Model Card on HF 🤗: https://huggingface.co/interstellarninja/CodeLlama-toolformer-qlora

CodeLlama Toolformer Qlora Parameters and Internals

Model Type

Text Generation, Image Classification

Use Cases

Areas:

Research, Image Classification Applications

Primary Use Cases:

API for determining animal species from images

Additional Notes

CodeLlama 7B model is finetuned on specific datasets for specialized tasks like image classification.

Training Details

Data Sources:

toolformer dataset, qlora Gorilla-16k dataset

Input Output

Accepted Modalities:

text, image

LLM Name	CodeLlama Toolformer Qlora
Repository 🤗	https://huggingface.co/interstellarninja/CodeLlama-toolformer-qlora
Required VRAM	0.6 GB
Updated	2026-07-12
Maintainer	interstellarninja
Model Files	0.6 GB
Generates Code	Yes
Model Architecture	Adapter
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	down_proj\|o_proj\|v_proj\|k_proj\|gate_proj\|q_proj\|up_proj
LoRA Alpha	16
LoRA Dropout	0
R Param	64

Rank the CodeLlama Toolformer Qlora capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to CodeLlama Toolformer Qlora

Best Alternatives	Context / RAM	Downloads	Likes
Phi3.5 Kaveri Coder Lora	0K / GB	12	1
Phi 1 5 Finetuned Code	0K / 0 GB	0	1
Alpaca7b Python Assistant	0K / 0 GB	0	2
Codium Bd Coder V2 Lora	0K / 8.4 GB	1157	1

Note: green Score (e.g. "73.2") means that the model is better than interstellarninja/CodeLlama-toolformer-qlora.