What are the hardware requirements for CodeLlama 34B Instruct Fp16?

CodeLlama 34B Instruct Fp16 requires approximately 67.5 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 CodeLlama 34B Instruct Fp16 and how large is it?

CodeLlama 34B Instruct Fp16 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.

How does CodeLlama 34B Instruct Fp16 perform on standard benchmarks?

CodeLlama 34B Instruct Fp16 has the following published scores: MMLU 39.72, LMSYS ELO 1136. Compare against reference models on this page or on the LLM Explorer leaderboards.

CodeLlama 34B Instruct Fp16 by TheBloke — VRAM 67.5GB, 16K context

Name: CodeLlama 34B Instruct Fp16
Author: TheBloke

CodeLlama 34B Instruct Fp16 is an open-source language model by TheBloke. Features: 34b LLM, VRAM: 67.5GB, Context: 16K, License: llama2, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.23, ELO: 1136, Arc: 40.8, HellaSwag: 35.7, MMLU: 39.7, GSM8K: 23.1.

Codegen Codellama Custom code Endpoints compatible Fp16 Instruct Llama Llama2 Quantized Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeLlama-34B-Instruct-fp16

CodeLlama 34B Instruct Fp16 Benchmarks

LMSys ELO 1136 vs 1272 (so35) -10.7%

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

CodeLlama 34B Instruct Fp16 Parameters and Internals

Model Type

instruction following, code synthesis, text generation

Use Cases

Areas:

Commercial, Research

Applications:

Code synthesis, Code understanding, Code assistive applications

Primary Use Cases:

Code assistant, Code generation

Limitations:

Use in languages other than English, Code use not covered by safety evaluations

Considerations:

Perform safety testing tailored to specific applications.

Additional Notes

Model variants are designed for Python and safer deployment applications.

Supported Languages

English (Full support), Python (Highly specialized support), Other programming languages (Partial support)

Training Details

Methodology:

Fine-tuned with instruction data

Context Length:

100000

Hardware Used:

A100-80GB

Model Architecture:

Autoregressive, transformer architecture

LLM Name	CodeLlama 34B Instruct Fp16
Repository 🤗	https://huggingface.co/TheBloke/CodeLlama-34B-Instruct-fp16
Base Model(s)	CodeLlama 34B Instruct Hf premai-io/CodeLlama-34b-Instruct-hf
Model Size	34b
Required VRAM	67.5 GB
Updated	2026-08-07
Maintainer	TheBloke
Model Type	llama
Instruction-Based	Yes
Model Files	9.8 GB: 1-of-7 9.7 GB: 2-of-7 9.7 GB: 3-of-7 9.7 GB: 4-of-7 9.7 GB: 5-of-7 9.7 GB: 6-of-7 9.2 GB: 7-of-7
Quantization Type	fp16
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	16384
Model Max Length	16384
Transformers Version	4.32.0
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 CodeLlama 34B Instruct Fp16 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 34B Instruct Fp16

Best Alternatives	Context / RAM	Downloads	Likes
CodeLlama 34B Instruct Hf 4bit	16K / 19.4 GB	63	2
...gpt 32K Codellama 34B Instruct	32K / 67.5 GB	56	2
CodeLlama 34B Instruct Hf	16K / 67.5 GB	22872	304
CodeLlama 34B Instruct Hf	16K / 1.4 GB	7	3
CodeLlama 34B Instruct Hf	16K / 1.4 GB	5	3
Speechless Codellama 34B V2.0	16K / 67.5 GB	96	17
CodeLlama 34B Instruct Hf	16K / 67.5 GB	622	19
Speechless Codellama 34B V1.9	16K / 67.5 GB	286	0
XAgentLLaMa 34B Preview	16K / 157.3 GB	3	3
CodeFuse CodeLlama 34B	16K / 67.5 GB	350	93

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-34B-Instruct-fp16.