Autotrain compatible Bagel Base model:finetune:meta-llama... Base model:meta-llama/meta-lla... Conversational Dataset:ai2 arc Dataset:allenai/ultrafeedback ... Dataset:argilla/distilabel-int... Dataset:b-mc2/sql-create-conte... Dataset:bluemoon-fandom-1-1-rp... Dataset:boolq Dataset:cakiki/rosetta-code Dataset:camel-ai/biology Dataset:camel-ai/chemistry Dataset:camel-ai/math Dataset:camel-ai/physics Dataset:codeparrot/apps Dataset:facebook/belebele Dataset:glaiveai/glaive-functi... Dataset:grimulkan/limarp-augme... Dataset:jondurbin/airoboros-3.... Dataset:jondurbin/cinematika-v... Dataset:jondurbin/contextual-d... Dataset:jondurbin/gutenberg-dp... Dataset:jondurbin/py-dpo-v0.1 Dataset:jondurbin/truthy-dpo-v... Dataset:kingbri/pippa-sharegpt Dataset:ldjnr/capybara Dataset:lmsys/lmsys-chat-1m Dataset:mattpscott/airoboros-s... Dataset:migtissera/synthia-v1.... Dataset:muennighoff/natural-in... Dataset:open-orca/slimorca Dataset:openbookqa Dataset:parisneo/lollms aware ... Dataset:piqa Dataset:ropes Dataset:squad v2 Dataset:tiger-lab/mathinstruct Dataset:unalignment/toxic-dpo-... Dataset:vezora/tested-22k-pyth... Dataset:whiterabbitneo/wrn-cha... Dataset:whiterabbitneo/wrn-cha... Dataset:winogrande Dataset:wizardlm/wizardlm evol... Endpoints compatible Instruct Llama Llama-3 Region:us Safetensors Sharded Tensorflow
Bagel 8B V1.0 Benchmarks
ARC: 65.44-32%
HellaSwag: 82.37-13.6%
MMLU: 67.81-21.6%
TruthfulQA: 54.43-7.7%
WinoGrande: 79.01-9.7%
GSM8K: 58-37%
nn.n% — How the model compares to the GPT-4.
Bagel 8B V1.0 Parameters and Internals
| LLM Name | Bagel 8B V1.0 |
| Repository | Open on 🤗 |
| Base Model(s) | |
| Model Size | 8b |
| Required VRAM | 16.1 GB |
| Updated | 2024-07-27 |
| Maintainer | jondurbin |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| License | other |
| Context Length | 8192 |
| Model Max Length | 8192 |
| Transformers Version | 4.41.0.dev0 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|end_of_text|> |
| Vocabulary Size | 128256 |
| Torch Data Type | bfloat16 |
Best Alternatives to Bagel 8B V1.0
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| ...a 3 8B Instruct Gradient 1048K | 0.5 | 1024K / 16.1 GB | 42703 | 659 |
| ...struct Gradient 1048K MAC Lora | 0.3 | 1024K / 5.9 GB | 22729 | 0 |
| ...SLERP Gradient1048k OpenBioLLM | 0.3 | 1024K / 16.1 GB | 318 | 0 |
| ... Instruct Gradient 1048K Agent | 0.2 | 1024K / 16.1 GB | 264 | 1 |
| Llama 3 8B Instruct 1048K | 0.2 | 1024K / 16.1 GB | 36 | 4 |
| ... V0.1.0 Llama 3 8B Instruct 1M | 0.2 | 1024K / 16.1 GB | 28 | 0 |
| Llama 3 8B Instruct V41 1048K | 0.2 | 1024K / 16.1 GB | 17 | 3 |
| Llama 3 8B Instruct V41 1048K | — | 1024K / 16.1 GB | 0 | 0 |
| ...ma3 8B 360Zhinao 360K Instruct | 0.2 | 361K / 16.1 GB | 4 | 4 |
| Llama 3 8B Instruct 262K | 0.4 | 256K / 16.1 GB | 13519 | 249 |
Note: green Score (e.g. "73.2") means that the model is better than jondurbin/bagel-8b-v1.0 .
Rank the Bagel 8B V1.0 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501