Autotrain compatible Causallm Dataset:baai/coig Dataset:fnlp/moss-003-sft-data Dataset:garage-baind/open-plat... Dataset:jondurbin/airoboros-3.... Dataset:josephuscheung/guanaco... Dataset:ldjnr/puffin Dataset:liuhaotian/llava-instr... Dataset:liwu/mnbvc Dataset:meta-math/metamathqa Dataset:milashkaarshif/moegirl... Dataset:open-orca/openorca Dataset:openbmb/llava zh Dataset:ryokoai/fandom23k Dataset:ryokoai/sharegpt52k Dataset:stingning/ultrachat Dataset:teknium/openhermes Dataset:tigerresearch/tigerbot... Dataset:wiki lingua Dataset:wikipedia Dataset:wizardlm/wizardlm evol... En Endpoints compatible Instruct License:wtfpl Llama Llama2 Pytorch Qwen Region:us Sharded Zh
7B Benchmarks
ARC: 50 vs 96.7 (so35)-48.3%
HellaSwag: 74.58 vs 95.3 (gpt4)-21.7%
MMLU: 61.79 vs 88.3 (so35)-30%
TruthfulQA: 50.13 vs 59 (gpt4)-15%
WinoGrande: 69.69 vs 87.5 (gpt4)-20.4%
GSM8K: 22.97 vs 96.4 (so35)-76.2%
LLME Score: 0.20333
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)
7B Parameters and Internals
| LLM Name | 7B |
| Repository 🤗 | https://huggingface.co/CausalLM/7B |
| Model Size | 7b |
| Required VRAM | 15.5 GB |
| Updated | 2024-07-15 |
| Maintainer | CausalLM |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en zh |
| Model Architecture | LlamaForCausalLM |
| License | wtfpl |
| Context Length | 8192 |
| Model Max Length | 8192 |
| Transformers Version | 4.35.0.dev0 |
| Tokenizer Class | GPT2Tokenizer |
| Vocabulary Size | 151936 |
| Torch Data Type | bfloat16 |
Quantized Models of the 7B
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| CausalLM 7B GGUF | 49 | 2794 | 3 GB |
| CausalLM 7B GPTQ | 5 | 23 | 5 GB |
| CausalLM 7B AWQ | 3 | 8 | 5 GB |
Best Alternatives to 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Llama 2 7B 32K Instruct | 32K / 13.5 GB | 10543 | 160 |
| Qwen2 7B Instruct Llama | 32K / 15.2 GB | 4 | 3 |
| Qwen2 7B Instruct Mistral | 32K / 15.2 GB | 3 | 1 |
| AIRIC The Mistral | 32K / 14.4 GB | 681 | 7 |
| ...ls Vikhr 7B Instruct 0.4 4bits | 32K / 5.2 GB | 5 | 0 |
| Vikhr 7B Instruct 0.3 | 32K / 14.6 GB | 20 | 4 |
| ... Samantha Philosopher 7B Slerp | 32K / 13.4 GB | 4 | 2 |
| Vikhr 7B Instruct Merged | 32K / 14.6 GB | 4 | 4 |
| Clinical Ehr Prototype 0.1 | 32K / 14.4 GB | 14 | 2 |
| ...stral 7B Instruct V0.1 Sharded | 32K / 14.4 GB | 1300 | 13 |
Note: green Score (e.g. "73.2") means that the model is better than CausalLM/7B .
Rank the 7B Capabilities
🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟
What open-source LLMs or SLMs are you in search of? 36026 in total.
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803