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Model catalogue

Context limits checked against official sources on 28/09/2026: 224 models. The context verification date does not imply a benchmark or a new audit of every parameter. Evidence by model · Review process.

224 models with public architecture data and parameter counts, preserved in the audit of 22 September 2026. Only calculable architectures are shown. This is a project expansion based on public repositories, with no guarantee of completeness.

Base, instruct and coding variants are included. The selection starts from publishers' text-generation repositories and additional variants; it does not cover every existing model. No weights are downloaded and the Internet is not queried when using the local website.

Published configurations and counts are preserved in MODELOS-FUENTES.json, with the repository and revision. Models with restricted configurations, incomplete dimensions, quantized checkpoints or unimplemented architectures are excluded from the selector. The record of the 87 excluded models is in the audit file. Inclusion in the catalogue does not certify kernel support on a particular GPU.

Llama and Gemma include dimensions checked against official Meta and Google implementations when config.json requires authentication. The audit identifies normalized configurations and their sources. Gemma 3 4B, 12B and 27B are calculated for text input: all weights, vision and projector are retained in BF16; image processing is not estimated. Their tokens/s is not extrapolated from Llama.

Counts come from safetensors, not marketing names or active parameters. DeepSeek-R1/V3 and Kimi K2 use a conservative bound for the complete checkpoint: it may include MTP, shared copies and metadata; it is not a count of the backbone alone. BF16 and FP32 blocks are retained and a compressed MLA cache is estimated, without MTP execution. GPT-OSS retains the BF16 block and adds at least 6.25% for scales to its 4-bit experts (4.25 effective bits). Changing precision simulates conversion without certifying kernel support. Explicit head_dim and KV heads, layer count, vocabulary, window and maximum context are used. Embeddings are budgeted in BF16: one matrix when tie_word_embeddings is true and two otherwise; this is a quantization assumption, not an inspection of the weights. The slider allows up to 262,144 tokens; exceeding the documented context displays a hypothetical-simulation warning.

MoE keeps all its weights resident; KV uses its attention dimensions. Margin and activations remain approximations: routing and expert buffers are not simulated. Tokens/s is not predicted for MoE, MLA, sliding windows or architectures with special attention dimensions. CSA, DSA, linear attention, Mamba states and multimodal encoders are also unsupported.

PublisherModel and sourceParameters (B)Status
01-aiYi-1.5-34B34.389Memory and estimated speed
01-aiYi-1.5-34B-32K34.389Memory and estimated speed
01-aiYi-1.5-34B-Chat34.389Memory and estimated speed
01-aiYi-1.5-34B-Chat-16K34.389Memory and estimated speed
01-aiYi-1.5-6B6.061Memory and estimated speed
01-aiYi-1.5-6B-Chat6.061Memory and estimated speed
01-aiYi-1.5-9B8.829Memory and estimated speed
01-aiYi-1.5-9B-32K8.829Memory and estimated speed
01-aiYi-1.5-9B-Chat8.829Memory and estimated speed
01-aiYi-1.5-9B-Chat-16K8.829Memory and estimated speed
01-aiYi-34B34.389Memory and estimated speed
01-aiYi-34B-200K34.389Memory and estimated speed
01-aiYi-34B-Chat34.389Memory and estimated speed
01-aiYi-6B6.061Memory and estimated speed
01-aiYi-6B-200K6.061Memory and estimated speed
01-aiYi-6B-Chat6.061Memory and estimated speed
01-aiYi-9B8.829Memory and estimated speed
01-aiYi-9B-200K8.829Memory and estimated speed
01-aiYi-Coder-1.5B-Chat1.476Memory and estimated speed
01-aiYi-Coder-9B8.829Memory and estimated speed
01-aiYi-Coder-9B-Chat8.829Memory and estimated speed
allenaiOLMo-2-0325-32B-Instruct32.234Memory and estimated speed
allenaiOLMo-2-1124-13B-Instruct13.716Memory and estimated speed
allenaiOLMo-2-1124-7B-Instruct7.299Memory and estimated speed
bigcodestarcoder2-15b15.958Memory · uncalibrated speed
bigcodestarcoder2-3b3.030Memory · uncalibrated speed
bigcodestarcoder2-7b7.174Memory · uncalibrated speed
deepseek-aideepseek-coder-1.3b-instruct1.346Memory and estimated speed
deepseek-aideepseek-coder-6.7b-base6.741Memory and estimated speed
deepseek-aideepseek-coder-6.7b-instruct6.741Memory and estimated speed
deepseek-aideepseek-coder-7b-instruct-v1.56.910Memory and estimated speed
deepseek-aiDeepSeek-Coder-V2-Lite-Instruct15.706Memory · uncalibrated speed
deepseek-aideepseek-moe-16b-chat16.376Memory · uncalibrated speed
deepseek-aiDeepSeek-R1684.490Memory · uncalibrated speed
deepseek-aiDeepSeek-R1-0528684.531Memory · uncalibrated speed
deepseek-aiDeepSeek-R1-0528-Qwen3-8B8.191Memory and estimated speed
deepseek-aiDeepSeek-R1-Distill-Llama-70B70.554Memory and estimated speed
deepseek-aiDeepSeek-R1-Distill-Llama-8B8.030Memory and estimated speed
deepseek-aiDeepSeek-R1-Distill-Qwen-1.5B1.777Memory and estimated speed
deepseek-aiDeepSeek-R1-Distill-Qwen-14B14.770Memory and estimated speed
deepseek-aiDeepSeek-R1-Distill-Qwen-32B32.764Memory and estimated speed
deepseek-aiDeepSeek-R1-Distill-Qwen-7B7.616Memory and estimated speed
deepseek-aiDeepSeek-V2235.741Memory · uncalibrated speed
deepseek-aiDeepSeek-V2-Lite15.706Memory · uncalibrated speed
deepseek-aiDeepSeek-V2-Lite-Chat15.706Memory · uncalibrated speed
deepseek-aiDeepSeek-V3684.531Memory · uncalibrated speed
deepseek-aiDeepSeek-V3-0324684.531Memory · uncalibrated speed
deepseek-aiDeepSeek-V3.1684.531Memory · uncalibrated speed
deepseek-aiDeepSeek-V3.1-Base684.531Memory · uncalibrated speed
deepseek-aiDeepSeek-V3.1-Terminus684.531Memory · uncalibrated speed
Google Gemmagemma-1.1-2b-it2.506Memory · uncalibrated speed
Google Gemmagemma-1.1-7b-it8.538Memory · uncalibrated speed
Google Gemmagemma-2-27b27.227Memory · uncalibrated speed
Google Gemmagemma-2-27b-it27.227Memory · uncalibrated speed
Google Gemmagemma-2-2b2.614Memory · uncalibrated speed
Google Gemmagemma-2-2b-it2.614Memory · uncalibrated speed
Google Gemmagemma-2-9b9.242Memory · uncalibrated speed
Google Gemmagemma-2-9b-it9.242Memory · uncalibrated speed
Google Gemmagemma-2b2.506Memory · uncalibrated speed
Google Gemmagemma-2b-it2.506Memory · uncalibrated speed
Google Gemmagemma-3-12b-it · text only12.187Memory · uncalibrated speed
Google Gemmagemma-3-1b-it1.000Memory · uncalibrated speed
Google Gemmagemma-3-1b-pt1.000Memory · uncalibrated speed
Google Gemmagemma-3-270m0.268Memory · uncalibrated speed
Google Gemmagemma-3-270m-it0.268Memory · uncalibrated speed
Google Gemmagemma-3-27b-it · text only27.432Memory · uncalibrated speed
Google Gemmagemma-3-4b-it · text only4.300Memory · uncalibrated speed
Google Gemmagemma-7b8.538Memory · uncalibrated speed
Google Gemmagemma-7b-it8.538Memory · uncalibrated speed
HuggingFaceTBSmolLM-1.7B1.711Memory and estimated speed
HuggingFaceTBSmolLM-1.7B-Instruct1.711Memory and estimated speed
HuggingFaceTBSmolLM-135M0.135Memory and estimated speed
HuggingFaceTBSmolLM-135M-Instruct0.135Memory and estimated speed
HuggingFaceTBSmolLM-360M0.362Memory and estimated speed
HuggingFaceTBSmolLM-360M-Instruct0.362Memory and estimated speed
HuggingFaceTBSmolLM2-1.7B1.711Memory and estimated speed
HuggingFaceTBSmolLM2-1.7B-Instruct1.711Memory and estimated speed
HuggingFaceTBSmolLM2-1.7B-Instruct-16k1.711Memory and estimated speed
HuggingFaceTBSmolLM2-135M0.135Memory and estimated speed
HuggingFaceTBSmolLM2-135M-Instruct0.135Memory and estimated speed
HuggingFaceTBSmolLM2-360M0.362Memory and estimated speed
HuggingFaceTBSmolLM2-360M-Instruct0.362Memory and estimated speed
HuggingFaceTBSmolLM3-3B3.075Memory and estimated speed
HuggingFaceTBSmolLM3-3B-Base3.075Memory and estimated speed
ibm-granitegranite-3.0-1b-a400m-base1.385Memory · uncalibrated speed
ibm-granitegranite-3.0-1b-a400m-instruct1.335Memory · uncalibrated speed
ibm-granitegranite-3.0-8b-base8.171Memory and estimated speed
ibm-granitegranite-3.0-8b-instruct8.171Memory and estimated speed
ibm-granitegranite-3.1-1b-a400m-instruct1.335Memory · uncalibrated speed
ibm-granitegranite-3.1-2b-instruct2.534Memory and estimated speed
ibm-granitegranite-3.1-3b-a800m-instruct3.299Memory · uncalibrated speed
ibm-granitegranite-3.1-8b-instruct8.171Memory and estimated speed
ibm-granitegranite-3.2-8b-instruct8.171Memory and estimated speed
ibm-granitegranite-3.3-2b-instruct2.534Memory and estimated speed
ibm-granitegranite-3.3-8b-instruct8.171Memory and estimated speed
ibm-granitegranite-3b-code-base-2k3.483Memory and estimated speed
ibm-granitegranite-4.1-30b28.866Memory and estimated speed
ibm-granitegranite-4.1-3b3.403Memory and estimated speed
ibm-granitegranite-4.1-3b-base3.403Memory and estimated speed
ibm-granitegranite-4.1-8b8.792Memory and estimated speed
ibm-granitegranite-4.2-30b29.277Memory and estimated speed
ibm-granitegranite-4.2-3b3.660Memory and estimated speed
ibm-granitegranite-4.2-8b8.792Memory and estimated speed
Meta LlamaLlama-3.1-405B405.853Memory and estimated speed
Meta LlamaLlama-3.1-405B-Instruct405.853Memory and estimated speed
Meta LlamaLlama-3.1-70B70.554Memory and estimated speed
Meta LlamaLlama-3.1-70B-Instruct70.554Memory and estimated speed
Meta LlamaLlama-3.1-8B8.030Memory and estimated speed
Meta LlamaLlama-3.1-8B-Instruct8.030Memory and estimated speed
Meta LlamaLlama-3.2-1B1.236Memory and estimated speed
Meta LlamaLlama-3.2-1B-Instruct1.236Memory and estimated speed
Meta LlamaLlama-3.2-3B3.213Memory and estimated speed
Meta LlamaLlama-3.2-3B-Instruct3.213Memory and estimated speed
Meta LlamaLlama-3.3-70B-Instruct70.554Memory and estimated speed
Meta LlamaMeta-Llama-3-70B70.554Memory and estimated speed
Meta LlamaMeta-Llama-3-70B-Instruct70.554Memory and estimated speed
Meta LlamaMeta-Llama-3-8B8.030Memory and estimated speed
Meta LlamaMeta-Llama-3-8B-Instruct8.030Memory and estimated speed
microsoftphi-11.418Memory and estimated speed
microsoftphi-1_51.418Memory and estimated speed
microsoftphi-22.780Memory and estimated speed
microsoftPhi-3-medium-128k-instruct13.960Memory · uncalibrated speed
microsoftPhi-3-medium-4k-instruct13.960Memory · uncalibrated speed
microsoftPhi-3-mini-128k-instruct3.821Memory · uncalibrated speed
microsoftPhi-3-mini-4k-instruct3.821Memory · uncalibrated speed
microsoftPhi-3.5-mini-instruct3.821Memory · uncalibrated speed
microsoftPhi-3.5-MoE-instruct41.873Memory · uncalibrated speed
microsoftphi-414.660Memory and estimated speed
microsoftPhi-4-mini-instruct3.836Memory · uncalibrated speed
microsoftPhi-4-mini-reasoning3.836Memory · uncalibrated speed
microsoftPhi-4-reasoning14.660Memory and estimated speed
microsoftPhi-4-reasoning-plus14.660Memory and estimated speed
microsoftPhi-mini-MoE-instruct7.648Memory · uncalibrated speed
microsoftPhi-tiny-MoE-instruct3.755Memory · uncalibrated speed
mistralaiDevstral-Small-250523.572Memory · uncalibrated speed
mistralaiMagistral-Small-250623.572Memory · uncalibrated speed
mistralaiMinistral-8B-Instruct-24108.020Memory · uncalibrated speed
mistralaiMistral-7B-Instruct-v0.17.242Memory · uncalibrated speed
mistralaiMistral-7B-Instruct-v0.27.242Memory and estimated speed
mistralaiMistral-7B-Instruct-v0.37.248Memory and estimated speed
mistralaiMistral-7B-v0.17.242Memory · uncalibrated speed
mistralaiMistral-Nemo-Instruct-240712.248Memory · uncalibrated speed
mistralaiMistral-Small-24B-Instruct-250123.572Memory · uncalibrated speed
mistralaiMixtral-8x22B-Instruct-v0.1140.630Memory · uncalibrated speed
mistralaiMixtral-8x22B-v0.1140.621Memory · uncalibrated speed
mistralaiMixtral-8x7B-Instruct-v0.146.703Memory · uncalibrated speed
mistralaiMixtral-8x7B-v0.146.703Memory · uncalibrated speed
moonshotaiKimi-Dev-72B72.706Memory and estimated speed
moonshotaiKimi-K2-Base1026.471Memory · uncalibrated speed
moonshotaiKimi-K2-Instruct1026.408Memory · uncalibrated speed
moonshotaiKimi-K2-Instruct-09051026.471Memory · uncalibrated speed
moonshotaiMoonlight-16B-A3B15.960Memory · uncalibrated speed
moonshotaiMoonlight-16B-A3B-Instruct15.960Memory · uncalibrated speed
NousResearchHermes-2-Pro-Llama-3-8B8.031Memory and estimated speed
NousResearchHermes-2-Pro-Mistral-7B7.242Memory · uncalibrated speed
NousResearchHermes-2-Theta-Llama-3-70B70.554Memory and estimated speed
NousResearchHermes-2-Theta-Llama-3-8B8.030Memory and estimated speed
NousResearchHermes-3-Llama-3.1-405B405.853Memory and estimated speed
NousResearchHermes-3-Llama-3.1-70B70.554Memory and estimated speed
NousResearchHermes-3-Llama-3.1-8B8.030Memory and estimated speed
NousResearchHermes-3-Llama-3.2-3B3.213Memory and estimated speed
NousResearchHermes-4-70B70.554Memory and estimated speed
NousResearchNous-Hermes-2-Mistral-7B-DPO7.242Memory · uncalibrated speed
NousResearchNous-Hermes-2-Mixtral-8x7B-DPO46.703Memory · uncalibrated speed
NousResearchNous-Hermes-2-SOLAR-10.7B10.732Memory and estimated speed
NousResearchNous-Hermes-2-Yi-34B34.389Memory and estimated speed
NousResearchNous-Hermes-llama-2-7b6.738Memory and estimated speed
NousResearchNous-Hermes-Llama2-13b13.016Memory and estimated speed
openaigpt-oss-120b116.829Memory · uncalibrated speed
openaigpt-oss-20b20.915Memory · uncalibrated speed
QwenQwen2.5-0.5B0.494Memory and estimated speed
QwenQwen2.5-0.5B-Instruct0.494Memory and estimated speed
QwenQwen2.5-1.5B-Instruct1.544Memory and estimated speed
QwenQwen2.5-14B-Instruct14.770Memory and estimated speed
QwenQwen2.5-32B-Instruct32.764Memory and estimated speed
QwenQwen2.5-3B-Instruct3.086Memory and estimated speed
QwenQwen2.5-72B-Instruct72.706Memory and estimated speed
QwenQwen2.5-7B-Instruct7.616Memory and estimated speed
QwenQwen2.5-Coder-0.5B-Instruct0.494Memory and estimated speed
QwenQwen2.5-Coder-1.5B-Instruct1.544Memory and estimated speed
QwenQwen2.5-Coder-14B-Instruct14.770Memory and estimated speed
QwenQwen2.5-Coder-32B-Instruct32.764Memory and estimated speed
QwenQwen2.5-Coder-3B-Instruct3.086Memory and estimated speed
QwenQwen2.5-Coder-7B-Instruct7.616Memory and estimated speed
QwenQwen3-0.6B0.752Memory · uncalibrated speed
QwenQwen3-1.7B2.032Memory and estimated speed
QwenQwen3-1.7B-Base1.721Memory and estimated speed
QwenQwen3-14B14.768Memory and estimated speed
QwenQwen3-235B-A22B235.094Memory · uncalibrated speed
QwenQwen3-235B-A22B-Instruct-2507235.094Memory · uncalibrated speed
QwenQwen3-30B-A3B30.532Memory · uncalibrated speed
QwenQwen3-30B-A3B-Instruct-250730.532Memory · uncalibrated speed
QwenQwen3-32B32.762Memory · uncalibrated speed
QwenQwen3-4B4.022Memory · uncalibrated speed
QwenQwen3-4B-Base4.022Memory · uncalibrated speed
QwenQwen3-4B-Instruct-25074.022Memory · uncalibrated speed
QwenQwen3-8B8.191Memory and estimated speed
QwenQwen3-Coder-30B-A3B-Instruct30.532Memory · uncalibrated speed
QwenQwen3-Coder-480B-A35B-Instruct480.155Memory · uncalibrated speed
tiiuaefalcon-11B11.103Memory and estimated speed
tiiuaefalcon-40b41.836Memory and estimated speed
tiiuaefalcon-7b7.217Memory and estimated speed
tiiuaefalcon-7b-instruct7.217Memory and estimated speed
tiiuaeFalcon3-10B-Base10.306Memory and estimated speed
tiiuaeFalcon3-10B-Instruct10.306Memory and estimated speed
tiiuaeFalcon3-1B-Base1.669Memory and estimated speed
tiiuaeFalcon3-1B-Instruct1.669Memory and estimated speed
tiiuaeFalcon3-3B-Base3.228Memory and estimated speed
tiiuaeFalcon3-3B-Instruct3.228Memory and estimated speed
tiiuaeFalcon3-7B-Base7.456Memory and estimated speed
tiiuaeFalcon3-7B-Instruct7.456Memory and estimated speed
zai-orgGLM-4-32B-041432.566Memory and estimated speed
zai-orgGLM-4-9B-04149.400Memory and estimated speed
zai-orgglm-4-9b-chat-hf9.400Memory and estimated speed
zai-orgglm-4-9b-hf9.400Memory and estimated speed
zai-orgGLM-4.5358.338Memory · uncalibrated speed
zai-orgGLM-4.5-Air110.469Memory · uncalibrated speed
zai-orgGLM-4.5-Air-Base110.469Memory · uncalibrated speed
zai-orgGLM-4.6356.786Memory · uncalibrated speed
zai-orgGLM-4.7358.338Memory · uncalibrated speed
zai-orgglm-edge-1.5b-chat1.593Memory and estimated speed
zai-orgglm-edge-4b-chat4.328Memory and estimated speed
zai-orgGLM-Z1-32B-041432.566Memory and estimated speed
zai-orgGLM-Z1-9B-04149.400Memory and estimated speed