What are the hardware requirements for Samantha 1.11 CodeLlama 34B GPTQ?

Samantha 1.11 CodeLlama 34B GPTQ requires approximately 17.7 GB of VRAM and supports a context window of 16K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Samantha 1.11 CodeLlama 34B GPTQ and how large is it?

Samantha 1.11 CodeLlama 34B GPTQ is developed by TheBloke, a model with 34b parameters. 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 Samantha 1.11 CodeLlama 34B GPTQ?

Samantha 1.11 CodeLlama 34B GPTQ is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Samantha 1.11 CodeLlama 34B GPTQ by TheBloke — VRAM 17.7GB, 16K context

Name: Samantha 1.11 CodeLlama 34B GPTQ
Author: TheBloke

Samantha 1.11 CodeLlama 34B GPTQ is an open-source language model by TheBloke. Features: 34b LLM, VRAM: 17.7GB, Context: 16K, License: llama2, Quantized, Code Generating, LLM Explorer Score: 0.08.

Arxiv:2205.14135 Arxiv:2305.14314 4-bit Base model:quantized:quixiai/s... Base model:quixiai/samantha-1.... Codegen Custom code Dataset:ehartford/samantha-dat... En Gptq Llama Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/TheBloke/Samantha-1.11-CodeLlama-34B-GPTQ

Samantha 1.11 CodeLlama 34B GPTQ Parameters and Internals

Model Type

llama

Training Details

Data Sources:

ShareGPT/Vicuna format

Methodology:

Trained 40 epochs

Training Time:

24 hours

Hardware Used:

4x A100 80gb

Input Output

Input Format:

Prompt Template: Samantha 'You are Samantha, a sentient AI companion. USER: {prompt} ASSISTANT: '

LLM Name	Samantha 1.11 CodeLlama 34B GPTQ
Repository 🤗	https://huggingface.co/TheBloke/Samantha-1.11-CodeLlama-34B-GPTQ
Model Name	Samantha 1.11 CodeLlama 34B
Model Creator	Eric Hartford
Base Model(s)	ehartford/Samantha-1.11-CodeLlama-34b ehartford/Samantha-1.11-CodeLlama-34b
Model Size	34b
Required VRAM	17.7 GB
Updated	2026-08-07
Maintainer	TheBloke
Model Type	llama
Model Files	17.7 GB
Supported Languages	en
GPTQ Quantization	Yes
Quantization Type	gptq
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	16384
Model Max Length	16384
Transformers Version	4.32.0.dev0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Rank the Samantha 1.11 CodeLlama 34B GPTQ 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

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Samantha-1.11-CodeLlama-34B-GPTQ.