What are the hardware requirements for Ds Coder Reflct Rmsprop Iter4?

Ds Coder Reflct Rmsprop Iter4 requires approximately 13.9 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Ds Coder Reflct Rmsprop Iter4 and how large is it?

Ds Coder Reflct Rmsprop Iter4 is developed by yiran-wang3, a model with 6.9b 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 Ds Coder Reflct Rmsprop Iter4?

Ds Coder Reflct Rmsprop Iter4 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Ds Coder Reflct Rmsprop Iter4 by yiran-wang3 — VRAM 13.9GB, 4K context

Name: Ds Coder Reflct Rmsprop Iter4
Author: yiran-wang3

Ds Coder Reflct Rmsprop Iter4 is an open-source language model by yiran-wang3. Features: 6.9b LLM, VRAM: 13.9GB, Context: 4K, License: other, Code Generating, LLM Explorer Score: 0.15.

Alignment-handbook Autotrain compatible Base model:finetune:yiran-wang... Base model:yiran-wang3/ds code... Codegen Conversational Dataset:reflection-gen/ds code... Dpo Endpoints compatible Generated from trainer Llama Region:us Safetensors Sharded Tensorflow Trl

Model Card on HF 🤗: https://huggingface.co/yiran-wang3/ds_coder_reflct_rmsprop_iter4

Ds Coder Reflct Rmsprop Iter4 Parameters and Internals

LLM Name	Ds Coder Reflct Rmsprop Iter4
Repository 🤗	https://huggingface.co/yiran-wang3/ds_coder_reflct_rmsprop_iter4
Base Model(s)	Ds Coder Reflct Rmsprop Iter3 yiran-wang3/ds_coder_reflct_rmsprop_iter3
Model Size	6.9b
Required VRAM	13.9 GB
Updated	2024-12-05
Maintainer	yiran-wang3
Model Type	llama
Model Files	5.0 GB: 1-of-3 5.0 GB: 2-of-3 3.9 GB: 3-of-3 0.0 GB
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	other
Context Length	4096
Model Max Length	4096
Transformers Version	4.45.0
Tokenizer Class	LlamaTokenizer
Padding Token	<｜end▁of▁sentence｜>
Vocabulary Size	102400
Torch Data Type	bfloat16

Rank the Ds Coder Reflct Rmsprop Iter4 capabilities

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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 Ds Coder Reflct Rmsprop Iter4

Best Alternatives	Context / RAM	Downloads
...j Pair8 Ds Coder Rmsprop Iter4	4K / 13.9 GB	145
... Ds Coder Reflct Rmsprop Iter4	4K / 13.9 GB	105
... Ds Coder Reflct Rmsprop Iter3	4K / 13.9 GB	70
... Ds Coder Reflct Rmsprop Iter2	4K / 13.9 GB	65
...Coder Pos Reflct Rmsprop Iter3	4K / 13.9 GB	94
... Ds Coder Reflct Rmsprop Iter2	4K / 13.9 GB	93
... Ds Coder Reflct Rmsprop Iter3	4K / 13.9 GB	90
... Ds Coder Reflct Rmsprop Iter4	4K / 13.9 GB	89
...j Pair8 Ds Coder Rmsprop Iter3	4K / 13.9 GB	61
...Coder Pos Reflct Rmsprop Iter2	4K / 13.9 GB	73

Note: green Score (e.g. "73.2") means that the model is better than yiran-wang3/ds_coder_reflct_rmsprop_iter4.