# Training
This model was trained on two datasets, shown in this model page.
- Skylion007/openwebtext: 1,000,000 examples at a batch size of 32-4096 (1 epoch)
- Locutusque/TM-DATA: All examples at a batch size of 12288 (3 epochs)
Training took approximately 500 GPU hours on a single Titan V.
# Metrics
You can look at the training metrics here:
https://wandb.ai/locutusque/TinyMistral-V2/runs/g0rvw6wc

🔥 This model performed excellently on TruthfulQA, outperforming models more than 720x its size. These models include: mistralai/Mixtral-8x7B-v0.1, tiiuae/falcon-180B, berkeley-nest/Starling-LM-7B-alpha, upstage/SOLAR-10.7B-v1.0, and more. 🔥 
{"language": ["en"], "license": "apache-2.0", "datasets": ["Skylion007/openwebtext", "Locutusque/TM-DATA"], "pipeline_tag": "text-generation", "inference": {"parameters": {"do_sample": true, "temperature": 0.7, "top_p": 0.2, "top_k": 14, "max_new_tokens": 250, "repetition_penalty": 1.16}}, "widget": [{"text": "TITLE: Dirichlet density QUESTION [5 upvotes]: How to solve the following exercise: Let $q$ be prime. Show that the set of primes p for which $p \\equiv 1\\pmod q$ and $2^{(p-1)/q} \\equiv 1 \\pmod p$ has Dirichlet density $\\dfrac{1}{q(q-1)}$. I want to show that $X^q-2$ (mod $p$) has a solution and $q$ divides $p-1$ , these two conditions are simultaneonusly satisfied iff p splits completely in $\\Bbb{Q}(\\zeta_q,2^{\\frac{1}{q}})$. $\\zeta_q $ is primitive $q^{th}$ root of unity. If this is proved the I can conclude the result by Chebotarev density theorem. REPLY [2 votes]:"}, {"text": "An emerging clinical approach to treat substance abuse disorders involves a form of cognitive-behavioral therapy whereby addicts learn to reduce their reactivity to drug-paired stimuli through cue-exposure or extinction training. It is, however,"}, {"text": "\\begin{document} \\begin{frontmatter} \\author{Mahouton Norbert Hounkonnou\\corref{cor1}${}^1$} \\cortext[cor1]{norbert.hounkonnou@cipma.uac.bj} \\author{Sama Arjika\\corref{cor2}${}^1$} \\cortext[cor2]{rjksama2008@gmail.com} \\author{ Won Sang Chung\\corref{cor3}${}^2$ } \\cortext[cor3]{mimip4444@hanmail.net} \\title{\\bf New families of $q$ and $(q;p)-$Hermite polynomials } \\address{${}^1$International Chair of Mathematical Physics and Applications \\\\ (ICMPA-UNESCO Chair), University of Abomey-Calavi,\\\\ 072 B. P.: 50 Cotonou, Republic of Benin,\\\\ ${}^2$Department of Physics and Research Institute of Natural Science, \\\\ College of Natural Science, \\\\ Gyeongsang National University, Jinju 660-701, Korea } \\begin{abstract} In this paper, we construct a new family of $q-$Hermite polynomials denoted by $H_n(x,s|q).$ Main properties and relations are established and"}]}
transformers pytorch safetensors mistral text-generation en dataset:Skylion007/openwebtext dataset:Locutusque/TM-DATA license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us