Openchat 3.5 0106 By openchat: Benchmarks, Features and Detailed Analysis. Insights on Openchat 3.5 0106.

Arxiv:2303.08774 Arxiv:2309.11235 Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7... C-rlft Conversational Endpoints compatible Mistral Openchat Region:us Safetensors Sharded Tensorflow

Openchat 3.5 0106 Benchmarks

LMSys ELO: 1091 vs 1158 (GPT-4) ^-5.8%

ARC: 66.04^-31.4%

HellaSwag: 82.93^-13%

MMLU: 65.04^-24.8%

TruthfulQA: 51.9^-12%

WinoGrande: 81.77^-6.5%

GSM8K: 68.16^-25.9%

^nn.n% — How the model compares to the GPT-4.

Openchat 3.5 0106 Parameters and Internals

LLM Name	Openchat 3.5 0106
Repository	Open on 🤗
Base Model(s)	mistralai/Mistral-7B-v0.1 mistralai/Mistral-7B-v0.1
Model Size	7b
Required VRAM	14.4 GB
Updated	2024-07-27
Maintainer	openchat
Model Type	mistral
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 4.5 GB: 3-of-3
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	8192
Model Max Length	8192
Transformers Version	4.36.1
Tokenizer Class	LlamaTokenizer
Vocabulary Size	32002
Torch Data Type	bfloat16

Openchat 3.5 0106 (openchat/openchat-3.5-0106)

Quantized Models of the Openchat 3.5 0106

Model	Likes	Downloads	VRAM
Openchat 3.5 0106 GGUF	70	2646	3 GB
Openchat 3.5 0106 GGUF	0	77	3 GB
MasherAI 7B V1 GGUF	0	10	4 GB
MasherAI 7B V0.9 GGUF	0	12	4 GB
Openchat 3.5 0106 GGUF	0	171	2 GB
Openchat 3.5 0106 AWQ	5	218	4 GB
OpenChat 3.5 0106 GGUF	2	223	3 GB
Openchat 3.5 0106 GPTQ	6	118	4 GB
Newton 7B 8.0bpw H8 EXL2	1	14	7 GB
Openchat 3.5 0106 GPTQ	1	23	4 GB

Best Alternatives to Openchat 3.5 0106

Best Alternatives	HF Rank	Context/RAM	Downloads	Likes
MegaBeam Mistral 7B 300K	0.3	282K / 14.4 GB	2057	15
Hebrew Mistral 7B 200K	0.3	256K / 30 GB	2091	15
Astral 256K 7B V2	0.2	250K / 14.4 GB	239	0
Astral 256K 7B	0.2	250K / 14.4 GB	233	0
Buddhi 128K Chat 7B	0.3	128K / 14.4 GB	612	14
LuminRP 7B 128K V0.2	0.3	128K / 14.4 GB	261	0
...1 Summarize 64K LoRANET Merged	0.2	128K / 14.4 GB	232	0
... Summarize 64K QLoRANET Merged	0.2	128K / 4.1 GB	8	0
LuminRP 7B 128K V0.5	0.2	128K / 14.5 GB	9	1
LuminRP 7B 128K V0.4	0.2	128K / 14.4 GB	12	1

Rank the Openchat 3.5 0106 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

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Original data from HuggingFace, OpenCompass and various public git repos.

Release v2024072501

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