Llemma 34B

Llemma 34B specializes a Code Llama base through continued pretraining on mathematical text and code. EleutherAI and academic collaborators released the model weights.

Research release

Further training for mathematics

The larger release starts from Code Llama 34B and receives 50 billion tokens of further training. Its released configuration uses 48 layers and grouped-query attention with eight key/value heads.llemma_34b model cardllemma_34b model configuration

A mixture of mathematics and code

Proof-Pile-2 combines mathematical web text, scientific papers and code. The project examines written mathematics, tool use and formal theorem proving. The base model is not an instruction fine-tune, and generated calculations or proofs still need verification.llemma_34b model cardLlemma release and mathematics training

Keep the upstream license in view

The weights retain the Llama 2 license because the model derives from Code Llama. The released model configuration specifies 4,096 positions. A larger limit claimed for another Code Llama distribution should not be assumed for this checkpoint.llemma_34b model cardllemma_34b model configuration

Specifications & access

Llemma 34B specifications
DetailValue and conditions
StatusResearch release
Launch date
AccessDownloadable
Model identifiersEleutherAI/llemma_34b
Context window4,096 tokens

Maximum position count in the released model configuration.

llemma_34b model configuration
Nominal parameters34Bllemma_34b model card
Base modelMeta Code Llama 34Bllemma_34b model card
Additional training tokens50 billionllemma_34b model card
LicenseLlama 2llemma_34b model card

Related models

  • A 7B mathematical language model adapted from Meta Code Llama.

    Launch date Research releaseDownloadable
  • An instruction-tuned Llemma adaptation with a nonstandard end token.

    Launch date not confirmedResearch releaseDownloadable