DeepSeek-Coder-V2-Lite-Instruct-GGUF

second-state/DeepSeek-Coder-V2-Lite-Instruct-GGUF

DeepSeek-Coder-V2-Lite-Instruct-GGUF is a text generation model from second-state. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.

<div style="width: auto; margin-left: auto; margin-right: auto" <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;" </div <hr…

Downloads · 30 days

2.4K

2% of all-time downloads

All-time downloads

107K

Public

Repo size

155 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.gguf155 GB · 100%

At a glance

Task: Text Generation
Library: transformers
License: other
Model type: deepseek_v2
Access: Public
Created: Jun 25, 2024
Updated: Aug 4, 2024
SHA: c5d2f88d

Try a prompt

Base models

deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct

Spaces

tardellirs/model-pulse

Model card

From the Hugging Face model README

<div style="width: auto; margin-left: auto; margin-right: auto"> <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;"> </div> <hr style="margin-top: 1.0em; margin-bottom: 1.0em;">

DeepSeek-Coder-V2-Lite-Instruct-GGUF

Original Model

deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct

Run with LlamaEdge

LlamaEdge version: v0.12.3 and above

Prompt template

Prompt type: deepseek-chat-2

Prompt string

<|begin_of_sentence|>{system_message}

User: {user_message_1}

Assistant: {assistant_message_1}<|end_of_sentence|>User: {user_message_2}

Assistant:

Context size: 128000

Run as LlamaEdge service

wasmedge --dir .:. \
  --nn-preload default:GGML:AUTO:DeepSeek-Coder-V2-Lite-Instruct-Q5_K_M.gguf \
  llama-api-server.wasm \
  --prompt-template deepseek-chat-2 \
  --ctx-size 128000 \
  --model-name DeepSeek-Coder-V2-Lite-Instruct

Run as LlamaEdge command app

wasmedge --dir .:. \
  --nn-preload default:GGML:AUTO:DeepSeek-Coder-V2-Lite-Instruct-Q5_K_M.gguf \
  llama-chat.wasm \
  --prompt-template deepseek-chat-2 \
  --ctx-size 128000

Quantized GGUF Models

Name	Quant method	Bits	Size	Use case
DeepSeek-Coder-V2-Lite-Instruct-Q2_K.gguf	Q2_K	2	6.43 GB	smallest, significant quality loss - not recommended for most purposes
DeepSeek-Coder-V2-Lite-Instruct-Q3_K_L.gguf	Q3_K_L	3	8.46 GB	small, substantial quality loss
DeepSeek-Coder-V2-Lite-Instruct-Q3_K_M.gguf	Q3_K_M	3	8.13 GB	very small, high quality loss
DeepSeek-Coder-V2-Lite-Instruct-Q3_K_S.gguf	Q3_K_S	3	7.49 GB	very small, high quality loss
DeepSeek-Coder-V2-Lite-Instruct-Q4_0.gguf	Q4_0	4	8.91 GB	legacy; small, very high quality loss - prefer using Q3_K_M
DeepSeek-Coder-V2-Lite-Instruct-Q4_K_M.gguf	Q4_K_M	4	10.4 GB	medium, balanced quality - recommended
DeepSeek-Coder-V2-Lite-Instruct-Q4_K_S.gguf	Q4_K_S	4	9.53 GB	small, greater quality loss
DeepSeek-Coder-V2-Lite-Instruct-Q5_0.gguf	Q5_0	5	10.8 GB	legacy; medium, balanced quality - prefer using Q4_K_M
DeepSeek-Coder-V2-Lite-Instruct-Q5_K_M.gguf	Q5_K_M	5	11.9 GB	large, very low quality loss - recommended
DeepSeek-Coder-V2-Lite-Instruct-Q5_K_S.gguf	Q5_K_S	5	11.1 GB	large, low quality loss - recommended
DeepSeek-Coder-V2-Lite-Instruct-Q6_K.gguf	Q6_K	6	14.1 GB	very large, extremely low quality loss
DeepSeek-Coder-V2-Lite-Instruct-Q8_0.gguf	Q8_0	8	16.7 GB	very large, extremely low quality loss - not recommended
DeepSeek-Coder-V2-Lite-Instruct-f16.gguf	f16	16	31.4 GB

Quatized with llama.cpp b3212

Task: Text Generation
Library: transformers
Type: deepseek_v2
License: other
Created: Jun 25, 2024
Updated: Aug 4, 2024