Llama 2 70B Chat HF vs MiMo V2.6 Flash RL
MiMo V2.6 Flash RL leads llmrun Score 131.9 to 50.4; neither fits 24 GB.
Model B · Xiaomi
MiMo V2.6 Flash RL309B · 15B active · 1M context · MIT · Sep 2026
Choose MiMo V2.6 Flash RL if you want…
Higher llmrun Score
131.9 vs 50.4
Also does function-calling
Llama 2 70B Chat HF doesn't list it
More permissive license
MIT vs Llama 2 Community
Newer release
Sep 2026 vs Jul 2023
Llama 2 70B Chat HF: no clear edge over MiMo V2.6 Flash RL in the data we have.
On your hardware
Each model at its default quant (BF16 / Q4_K_M), a smaller one when it must. Estimates, ±20%.
8 GB
RTX 4060 · 8 GB tier
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
Doesn't fit
smallest quant needs 93.8 GB
12 GB
RTX 3060 12GB · 12 GB tier
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
Doesn't fit
smallest quant needs 93.8 GB
16 GB
RTX 5060 Ti 16GB · 16 GB tier
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
Doesn't fit
smallest quant needs 93.8 GB
24 GBreference
RTX 4090 · 24 GB tier
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
Doesn't fit
smallest quant needs 93.8 GB
32 GB
RTX 5090 · 32 GB tier
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
Doesn't fit
smallest quant needs 93.8 GB
48 GB
RTX A6000 · 48 GB tier
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
Doesn't fit
smallest quant needs 93.8 GB
Mac 32 GB
Mac Mini M4 · Macs
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
Doesn't fit
smallest quant needs 93.8 GB
Mac 64 GB
Mac Studio M4 Max · Macs
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
Doesn't fit
smallest quant needs 93.8 GB
Mac 128 GB
Mac Studio M4 Max · Macs
Llama 2 70B Chat HF
Doesn't fit
smallest quant needs 156.4 GB
MiMo V2.6 Flash RL
IQ2_M · ~44 tok/s
105.4 GB · up to 256Kfits
Reference GPU: RTX 4090. Tinted cell = the better pick on that machine (fits, more headroom, or at least 10% faster).
Overall
Llama 2 70B Chat HF
MiMo V2.6 Flash RL
Coding
Llama 2 70B Chat HF
no data
MiMo V2.6 Flash RL
Science
Llama 2 70B Chat HF
no data
MiMo V2.6 Flash RL
Reasoning
Llama 2 70B Chat HF
MiMo V2.6 Flash RL
no data
Llama 2 70B Chat HF · #100 of 100 open models · #78 of 78 that fit ≤192 GB
MiMo V2.6 Flash RL · #3 of 100 open models · #1 of 78 that fit ≤192 GB
14 more boards (other shared and single-model boards)
Llama 2 70B Chat HF
1170.7#161/187 open
ArenaLMArena · Oct 2026
MiMo V2.6 Flash RL
1450.9#15/187 open
ArenaLMArena · Oct 2026
Only Llama 2 70B Chat HF (8)
- GPQA Diamond26.3%
- AIME 2024/20250.0%
- MATH Level 53.3%
- MMLU59.9%
- DTBench41.6%
- ForecastBench51.4
- BIG-Bench Hard58.5%
- GSM8K58.7%
Only MiMo V2.6 Flash RL (5)
- LMArena WebDev1634.3
- SciCode51.3%
- CritPt12.0%
- ALE-Bench1244.2
- ProofBench63.0%
VRAM by quantization
Memory to load the model and 2K context; below it, the total at 32K and 128K context. Lighter side in bold.
Q2_K
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
132 GB126.4 GB file
32K 133 GB · 128K 138 GB
Q3_K_M
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
151 GB~150.6 GB file
32K 153 GB · 128K 157 GB
Q4_0
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
155 GB~154.5 GB file
32K 156 GB · 128K 161 GB
Q4_K_M
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
186 GB~185.4 GB file
32K 187 GB · 128K 192 GB
Q5_K_M
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
221 GB~220.2 GB file
32K 222 GB · 128K 227 GB
Q6_K
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
255 GB~254.9 GB file
32K 257 GB · 128K 262 GB
Q8_0
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
309 GB~309.0 GB file
32K 311 GB · 128K 316 GB
BF16
Llama 2 70B Chat HF
152 GB~137.9 GB file
32K 162 GB · 128K 194 GB
MiMo V2.6 Flash RL
618 GB~618.0 GB file
32K 620 GB · 128K 625 GB
2 more quants
IQ2_XS
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
93.1 GB98.7 GB file
32K 94.6 GB · 128K 99.4 GB
IQ2_M
Llama 2 70B Chat HF
not listed
MiMo V2.6 Flash RL
105 GB107.8 GB file
32K 106 GB · 128K 111 GB
Llama 2 70B Chat HF
No local recipe · BF16
No GGUF repo entry exists for this model yet.
All ways to run Llama 2 70B Chat HF →MiMo V2.6 Flash RL
Ollama · Q4_K_M
ollama run hf.co/ggml-org/MiMo-V2.6-Flash-RL-GGUF| Spec | Llama 2 70B Chat HF | MiMo V2.6 Flash RL |
|---|---|---|
| Publisher | Meta | Xiaomi |
| Parameters | 69.0B | 309B |
| Active parameters | — | 15B per token |
| Architecture | — | MiMoV2ForCausalLM |
| Context | — | 1M tokens |
| Modalities | Chat | Chat, Function-calling |
| License | Llama 2 Community | MIT |
| Released | Jul 2023 | Sep 2026 |
Frequently Asked Questions
Which is better, Llama 2 70B Chat HF or MiMo V2.6 Flash RL?
MiMo V2.6 Flash RL leads llmrun Score 131.9 to 50.4; neither fits 24 GB. Choose MiMo V2.6 Flash RL for higher llmrun Score and also does function-calling.
Can I run Llama 2 70B Chat HF or MiMo V2.6 Flash RL on a 16 GB GPU?
Llama 2 70B Chat HF does not fit (smallest quant needs 156.4 GB); MiMo V2.6 Flash RL does not fit (smallest quant needs 93.8 GB).